# Crawlora — full index

> Comprehensive map of Crawlora (crawlora.net): 3705 documented REST endpoints across 469 active public platforms, returning normalized JSON. One API key, credit-based pay-for-success pricing, a hosted MCP server, and official SDKs. This file lists every platform, use case, comparison, free tool, docs group, and blog post. For a concise overview see /llms.txt.

## Markdown access
Every URL on this site (except /api, /app, /admin, and static assets) is also available as clean Markdown instead of HTML. Send `Accept: text/markdown` on the page URL, or fetch it directly with no header changes needed: `https://crawlora.net/api/markdown?path=<page-path>` (example: https://crawlora.net/api/markdown?path=/docs).

## Developers
- [Web Scraping API overview](https://crawlora.net/web-scraping-api)
- [API documentation](https://crawlora.net/docs): All endpoints with parameters, response schemas, and examples.
- [Playground](https://crawlora.net/playground): Run any endpoint in the browser.
- [Pricing](https://crawlora.net/pricing): Credit-based plans and per-endpoint credit weights.
- [MCP server](https://crawlora.net/mcp): Hosted Model Context Protocol server exposing endpoints as agent tools.
- [SDKs](https://crawlora.net/sdk)
- [Integrations](https://crawlora.net/integrations)
- [Changelog](https://crawlora.net/changelog)

## Platforms
- [Reverb API](https://crawlora.net/platforms/reverb): Get Reverb listing search, gear detail, seller shops, feedback, and model-level Price Guide history as structured JSON.
- [Sportskeeda API](https://crawlora.net/platforms/sportskeeda): Use Sportskeeda API for sports news, college basketball schedules, NFL data, community wikis, quizzes, and player-guessing games as structured JSON.
- [YouTube API](https://crawlora.net/platforms/youtube): Crawlora is a YouTube Data API alternative with no daily quota and no OAuth — get video, channel, transcript, and comments as clean JSON from one endpoint.
- [Twitch API](https://crawlora.net/platforms/twitch): Use a Twitch API to get channel profiles, live streams by game, clips, VODs, search results, and team rosters as structured JSON — no Twitch account required.
- [TikTok API](https://crawlora.net/platforms/tiktok): TikTok API for public profiles, videos, mobile feeds and search, comments, sounds, LIVE discovery, trends, and Top Ads as JSON.
- [Instagram API](https://crawlora.net/platforms/instagram): An Instagram data API for public profiles and posts — Meta's own Graph API only manages accounts you control, not competitors or public profiles.
- [Reddit API](https://crawlora.net/platforms/reddit): A Reddit data API alternative to the $0.24/1k-call commercial tier and closed OAuth registration — public posts, comments, and subreddits as JSON.
- [Threads API](https://crawlora.net/platforms/threads): Threads API for public profiles, posts, replies, Media and Reposts tabs, topic tags, topic search, and paginated profile posts.
- [X API](https://crawlora.net/platforms/x): A Twitter/X data API alternative to the $100-$42,000/mo official tiers — public posts and profiles as structured JSON, no developer app or approval.
- [GitHub API](https://crawlora.net/platforms/github): Use a GitHub API to extract public repositories, users, organizations, trending projects, contributors, forks, languages, and releases as JSON.
- [Trustpilot API](https://crawlora.net/platforms/trustpilot): A Trustpilot data API for reviews and ratings as JSON — the official API is Enterprise-plan-only (custom pricing), with no access on lower business tiers.
- [Yelp API](https://crawlora.net/platforms/yelp): A Yelp data API beyond the Fusion API's 5,000-call/day free-tier cap — business search, ratings, and review counts as structured JSON.
- [Amazon API](https://crawlora.net/platforms/amazon): Use an Amazon scraping API to extract product, price, availability, and review data as structured JSON through documented Crawlora endpoints.
- [eBay API](https://crawlora.net/platforms/ebay): An eBay sold-data API beyond the official 90-day, approval-gated Marketplace Insights API — historical listing and price data as structured JSON.
- [Shop.app API](https://crawlora.net/platforms/shop-app): Extract Shop.app product search, product detail, merchant profile, review, location, suggestion, category, and variant data as structured JSON.
- [Shopify API](https://crawlora.net/platforms/shopify): Extract public Shopify storefront products, collections, pages, search, and sitemap URLs as JSON — no invite-only Catalog API partnership required.
- [Airbnb API](https://crawlora.net/platforms/airbnb): An Airbnb data API for stay search, room details, calendars, and reviews as JSON — Airbnb has no public API; its own API is closed to approved partners only.
- [TripAdvisor API](https://crawlora.net/platforms/tripadvisor): Collect TripAdvisor autocomplete, listing search, place details, reviews, and enum metadata for travel research workflows.
- [Expedia API](https://crawlora.net/platforms/expedia): An Expedia data API for hotel, flight, and activity search as JSON — Rapid API requires becoming an approved partner, then a site review for production.
- [Booking.com API](https://crawlora.net/platforms/booking): A Booking.com data API for hotel, flight, and attraction search as JSON — the official Demand API is partner-only and not currently accepting new registrations.
- [Zillow API](https://crawlora.net/platforms/zillow): A real estate and property data API: extract Zillow property search, home details, Zestimate, and price history as structured JSON. One Crawlora API key.
- [Redfin API](https://crawlora.net/platforms/redfin): A Redfin data API for listings, estimates, and market trends as JSON — Redfin has no public API, only aggregate CSV downloads via its Data Center.
- [Rightmove API](https://crawlora.net/platforms/rightmove): A Rightmove data API for UK property search, listing detail, and estate agents as JSON — Rightmove's own API only lets agents manage their own listings.
- [Google Trends and Discovery API](https://crawlora.net/platforms/google-trends): Use a Google Trends API to extract trending terms, interest over time, interest by region, and related queries as structured JSON for demand research.
- [Google News API](https://crawlora.net/platforms/google-news): Use a Google News API to extract Google News headlines, sources, links, and recency as structured JSON for media monitoring and news aggregation.
- [Google Jobs API](https://crawlora.net/platforms/google-jobs): Extract Google Jobs listings — titles, snippets, and locations — as structured JSON for job-market intelligence and recruitment sourcing.
- [Bing API](https://crawlora.net/platforms/bing): Crawlora's Bing Search API extracts Bing results as JSON for SERP tracking — a drop-in alternative to the retired Microsoft Bing Search API.
- [Brave API](https://crawlora.net/platforms/brave): Crawlora's Brave Search API extracts Brave web, news, and video results as JSON for SERP enrichment — a credit-based alternative to Brave's metered API.
- [Google Maps API](https://crawlora.net/platforms/google-map): A Google Maps local search results API for places, ratings, and reviews as structured JSON — extract results without the official Places API quota.
- [Datasets API](https://crawlora.net/platforms/datasets): Search indexed Google Maps business datasets with filters, facets, geo radius, distance sorting, and JSON output. Dataset search does not use proxy routing.
- [Geocoding API](https://crawlora.net/platforms/geocoding): Search addresses, reverse geocode coordinates, and look up Nominatim OSM identifiers through documented Crawlora API endpoints.
- [Chrome Web Store API](https://crawlora.net/platforms/chrome-web-store): Use a Chrome Web Store API to extract public extension search, listing, review, permission, privacy, category, and chart data as JSON.
- [Apple App Store API](https://crawlora.net/platforms/app-store): Use an App Store Search API to extract Apple App Store search results, app metadata, rankings, reviews, ratings, and developer data as structured JSON.
- [Google Play API](https://crawlora.net/platforms/google-play): Collect Google Play app metadata, reviews, rankings, permissions, and search data.
- [Microsoft Store API](https://crawlora.net/platforms/microsoft-store): Extract Microsoft Store app, game, and device listings, category browse, search, charts, spotlight shelves, publisher catalogs, and reviews as structured JSON.
- [JustWatch API](https://crawlora.net/platforms/justwatch): Collect JustWatch title search, streaming availability, provider, genre, offer, season, episode, and catalog discovery data through documented API endpoints.
- [Spotify API](https://crawlora.net/platforms/spotify): A Spotify data API alternative to endpoints gated behind a 250K-MAU threshold since 2024 — related artists, recommendations, and catalog data as JSON.
- [Spotify Podcasts API](https://crawlora.net/platforms/spotify-podcasts): Collect Spotify Podcasts home, category, chart, show, episode, recommendation, and search data through structured API endpoints.
- [SoundCloud API](https://crawlora.net/platforms/soundcloud): Use a SoundCloud API to get track metadata, playlists, user profiles, and search results as structured JSON — no SoundCloud account or developer key required.
- [Apple Books API](https://crawlora.net/platforms/apple-books): Apple Books scraper API for ebook and audiobook search, catalog detail, reviews, similar titles, and charts as structured JSON with one Crawlora API key.
- [Apple Podcasts API](https://crawlora.net/platforms/apple-podcasts): Apple Podcasts scraper API for chart rankings, show metadata, episodes, and search as structured JSON with one Crawlora API key.
- [TrustMRR API](https://crawlora.net/platforms/trustmrr): Use a TrustMRR API to extract public startup marketplace, leaderboard, category, startup, and acquisition data as structured JSON.
- [SimilarWeb API](https://crawlora.net/platforms/similarweb): SimilarWeb's own API needs an Enterprise contract. Get its traffic, ranking, and market intel by domain as structured JSON instead.
- [Brand Data API](https://crawlora.net/platforms/brand): Use a Brand Data API to extract a normalized brand profile by domain — title, colors, logos, socials, and schema.org org data — as structured JSON.
- [LinkedIn API](https://crawlora.net/platforms/linkedin): Collect public LinkedIn company, showcase, product-page, category, and product-directory data as structured JSON with documented API routes.
- [PitchBook API](https://crawlora.net/platforms/pitchbook): Use a PitchBook data API to extract public company, fund, and investor teaser profiles as JSON — no sales contract or Direct Data quote required.
- [Product Hunt API](https://crawlora.net/platforms/product-hunt): Use a Product Hunt scraper API to extract Product Hunt launches, products, makers, categories, and rankings as JSON, plus commercial-use terms guidance.
- [SEC EDGAR API](https://crawlora.net/platforms/sec): Use a SEC EDGAR API to extract company filings, normalized financial statements, 10-K/10-Q/8-K sections, insider transactions, and 13F holdings as JSON.
- [Jobs API](https://crawlora.net/platforms/jobs): Extract public job postings from 17 ATS providers, including Greenhouse, Lever, Ashby, and Workday, plus company hiring signals, as structured JSON.
- [Amazon Jobs API](https://crawlora.net/platforms/amazon-jobs): Use an Amazon Jobs API to search amazon.jobs by keyword, category, or country and fetch a single posting by id, as structured JSON.
- [Apple Jobs API](https://crawlora.net/platforms/apple-jobs): Use an Apple Jobs API to search jobs.apple.com by keyword and location and fetch a single posting by id, as structured JSON.
- [Google Careers API](https://crawlora.net/platforms/google-careers): Use a Google Careers API to search careers.google.com by keyword and location and fetch a single posting by id, as structured JSON.
- [Meta Jobs API](https://crawlora.net/platforms/meta-jobs): Use a Meta Jobs API to search metacareers.com by team, role, or office, list the full catalog, or fetch a single posting by id, as structured JSON.
- [Tesla Jobs API](https://crawlora.net/platforms/tesla-jobs): Use a Tesla Jobs API to search tesla.com/careers by title, department, or location and fetch a single posting by id, as structured JSON.
- [Facebook API](https://crawlora.net/platforms/facebook-pages): A Facebook data API for public Pages & Marketplace — skip the Graph API's App Review gate. Names, contact details, listing/price data as JSON.
- [CoinGecko API](https://crawlora.net/platforms/coingecko): Extract public CoinGecko crypto markets, coin profiles, trends, categories, chains, exchanges, NFTs, unlocks, treasuries, and news as JSON.
- [Yahoo Finance API](https://crawlora.net/platforms/yahoo-finance): A stock and financial data API built on Yahoo Finance — quotes, financials, earnings, screeners, and historical prices as structured JSON.
- [Google Finance API](https://crawlora.net/platforms/google-finance): A market data API built on Google Finance — quotes, indices, market movers, sector news, and financial statements as structured JSON.
- [Polymarket API](https://crawlora.net/platforms/polymarket): Extract Polymarket events, markets, prices, order books, tags, leaderboards, and activity as structured JSON from credential-free public Gamma and CLOB data.
- [Kalshi API](https://crawlora.net/platforms/kalshi): Use a Kalshi data API to extract markets, order books, trades, and historical candlesticks as JSON — no trading-volume tier needed to raise rate limits.
- [Metaculus API](https://crawlora.net/platforms/metaculus): Metaculus API documentation for public forecasting questions, forecasts, history, metadata, options, tournaments, projects, and comments as JSON.
- [Ticketmaster API](https://crawlora.net/platforms/ticketmaster): Use a Ticketmaster scraper API to search events and extract paginated category, city, event, attraction, venue, review, and suggestion data as structured JSON.
- [TicketWeb API](https://crawlora.net/platforms/ticketweb): Use a TicketWeb API to search events by artist, venue, or event name and extract event, venue, and ticket-pricing data as structured JSON.
- [ESPN API](https://crawlora.net/platforms/espn): Use an ESPN API to extract public scoreboard, standings, rankings, team, roster, athlete, game-summary, and news data as structured JSON.
- [Yahoo Sports API](https://crawlora.net/platforms/yahoo-sports): Use a Yahoo Sports API to extract scoreboards, standings, teams, rosters, players, game boxscores, and league news as structured JSON.
- [MLB API](https://crawlora.net/platforms/mlb): Use the MLB API for schedules, stats, prospects, games, and specialist Statcast running, fielding, catching, park, and comparison tables as JSON.
- [SofaScore API](https://crawlora.net/platforms/sofascore): Use a SofaScore API to extract public live events, teams, players, standings, statistics, lineups, odds, incidents, and H2H data as JSON.
- [IMDb API](https://crawlora.net/platforms/imdb): An IMDb data API for titles, ratings, credits, and reviews as JSON — IMDb datasets are free but non-commercial only; the commercial API needs paid AWS access.
- [Rotten Tomatoes API](https://crawlora.net/platforms/rotten-tomatoes): Extract Rotten Tomatoes title scores, reviews, critic directories, editorial collections, browse filters, and robots-eligible sitemap URLs as structured JSON.
- [Box Office Mojo API](https://crawlora.net/platforms/box-office-mojo): Extract Box Office Mojo lifetime grosses, yearly and weekend charts, releases, franchises, and genres as structured JSON from public pages.
- [Steam API](https://crawlora.net/platforms/steam): A Steam data API beyond Valve's undocumented, rate-limited endpoints — reviews, rating histograms, player counts, and store data as JSON.
- [PlayStation Store API](https://crawlora.net/platforms/playstation): Use a PlayStation Store API to extract game details, prices, editions, deals, release dates, and store search as structured JSON.
- [Xbox API](https://crawlora.net/platforms/xbox): Extract the Xbox storefront catalog — browse, search, curated collections, and full game details — as structured JSON, with genre, price, and platform filters.
- [TMDB API](https://crawlora.net/platforms/tmdb): Use a TMDB API to extract movie, TV show, and person data — search, detail, and curated lists — as structured JSON from public The Movie Database pages.
- [Letterboxd API](https://crawlora.net/platforms/letterboxd): Use a Letterboxd API to extract film detail, rating histograms, reviews, similar films, people, and popular charts as structured JSON.
- [Anime API](https://crawlora.net/platforms/anime): Use an Anime API to extract AniList anime detail, scores, popularity, rankings, genres, tags, studios, characters, staff, and recommendations as JSON.
- [Manga API](https://crawlora.net/platforms/manga): Use a Manga API to extract AniList manga detail, scores, popularity, rankings, chapters, volumes, genres, and tags as structured JSON.
- [Discogs API](https://crawlora.net/platforms/discogs): Use a Discogs API to extract releases, masters, artists, and labels — search, detail, and discographies — as structured JSON from the Discogs music database.
- [Goodreads API](https://crawlora.net/platforms/goodreads): A Goodreads data API for books, ratings, reviews, and authors as JSON — Goodreads shut down its public developer API in Dec 2020, with no replacement since.
- [Capterra API](https://crawlora.net/platforms/capterra): Search Capterra software, retrieve product profiles, and collect public software reviews as structured JSON.
- [Numbeo API](https://crawlora.net/platforms/numbeo): Use a Numbeo data API to retrieve free city and country cost-of-living, quality-of-life, crime, and property indices as JSON — no paid API license needed.
- [Metacritic API](https://crawlora.net/platforms/metacritic): Use a Metacritic API to extract Metascores, user scores, critic reviews, and user reviews for games, movies, and TV shows as structured JSON.
- [Yahoo News API](https://crawlora.net/platforms/yahoo-news): Use a Yahoo News API to extract homepage and section story streams, full article content, and article comments as structured JSON.
- [Yahoo Shopping API](https://crawlora.net/platforms/yahoo-shopping): Use a Yahoo Shopping API to extract homepage and section editorial story feeds and full article content as structured JSON.
- [Yahoo Tech API](https://crawlora.net/platforms/yahoo-tech): Use a Yahoo Tech API to extract homepage and section editorial story feeds and full article content as structured JSON.
- [Yahoo Health API](https://crawlora.net/platforms/yahoo-health): Use a Yahoo Health API to extract homepage and section editorial story feeds and full article content as structured JSON.
- [Yahoo Autos API](https://crawlora.net/platforms/yahoo-autos): Use a Yahoo Autos API to extract homepage and section editorial story feeds and full article content as structured JSON.
- [Yahoo Entertainment API](https://crawlora.net/platforms/yahoo-entertainment): Use a Yahoo Entertainment API to extract homepage and section editorial story feeds and full article content as structured JSON.
- [Yahoo Life API](https://crawlora.net/platforms/yahoo-life): Use a Yahoo Life API to extract the homepage editorial story feed and full article content as structured JSON.
- [Best Buy API](https://crawlora.net/platforms/bestbuy): A Best Buy data API for category/search listings, product detail, reviews, Q&A, and related products as JSON, with a single API key.
- [Target API](https://crawlora.net/platforms/target): A Target data API for products, filters, reviews, and questions as JSON — Target's developer network only grants API access to existing partners and vendors.
- [Walmart API](https://crawlora.net/platforms/walmart): A Walmart product data API for non-partners — Walmart's own Marketplace/Supplier APIs are seller-only; get price, availability, and catalog data as JSON.
- [UberEats API](https://crawlora.net/platforms/ubereats): Use an UberEats API to extract restaurant search, store detail, menus, and reviews as structured JSON.
- [DoorDash API](https://crawlora.net/platforms/doordash): A DoorDash data API for stores, menus, reviews, and fulfillment as JSON — DoorDash's Marketplace API isn't onboarding partners; Drive API access is restricted.
- [OpenTable API](https://crawlora.net/platforms/opentable): Use an OpenTable API to extract restaurant profiles, live bookable timeslots, diner reviews, menus, and location-based search as structured JSON.
- [Etsy API](https://crawlora.net/platforms/etsy): An Etsy data API for listings, shops, and reviews as JSON — Etsy's own API needs app review before your key works and caps free access at 10,000 requests/day.
- [Autotrader API](https://crawlora.net/platforms/autotrader): Use an Autotrader API to search vehicle listings and get vehicle spec, dealer profiles, and dealer inventory as structured JSON.
- [Zalando API](https://crawlora.net/platforms/zalando): A Zalando data API for search, products, and categories across 25 markets as JSON — its Partner API needs an application and approval, not self-serve.
- [ImportYeti API](https://crawlora.net/platforms/importyeti): Use an ImportYeti API to search companies and suppliers and get US customs shipment-volume company reports as structured JSON.
- [Indeed API](https://crawlora.net/platforms/indeed): An Indeed data API alternative — Indeed retired its public Publisher API in 2023 with no path for new developers; get job search and detail as JSON.
- [Upwork API](https://crawlora.net/platforms/upwork): Use an Upwork API to search job postings and get job detail and freelancer profiles as structured JSON.
- [Vinted API](https://crawlora.net/platforms/vinted): Use a Vinted API to search listings by catalog, brand, or category and get listing detail, member storefronts, and directories as structured JSON.
- [Bluesky API](https://crawlora.net/platforms/bluesky): Use a Bluesky API to search accounts and get profiles, posts, follower/following lists, post threads, and trending topics as structured JSON.
- [Strava API](https://crawlora.net/platforms/strava): Use a Strava API to get the public route index and route detail, club profiles, and the challenge gallery as structured JSON.
- [Costco API](https://crawlora.net/platforms/costco): Use a Costco API to search products and get product detail, availability, reviews, category facets, and nearby warehouses as structured JSON.
- [Agoda API](https://crawlora.net/platforms/agoda): Use an Agoda API to search hotels, homes, activities, and flights and get detail and amenity data as structured JSON.
- [CarMax API](https://crawlora.net/platforms/carmax): Use a CarMax API to search used-vehicle listings and get vehicle detail, recommendations, and store locations as structured JSON.
- [Cars.com API](https://crawlora.net/platforms/carsdotcom): Crawlora's Cars.com data API returns ZIP-based vehicle search and listing detail as JSON — no dealer account needed, unlike Cars.com's own partner-only APIs.
- [Depop API](https://crawlora.net/platforms/depop): Use a Depop API to search listings and get item detail, seller shops, and the category taxonomy as structured JSON.
- [Mercari API](https://crawlora.net/platforms/mercari): Use a Mercari API to search listings and get item detail, the home feed, autocomplete, and the full taxonomy as structured JSON.
- [Pinterest API](https://crawlora.net/platforms/pinterest): A Pinterest data API for pins, boards, and profiles as JSON — Pinterest's own API needs a video demo and 1-4 weeks of manual review before production access.
- [Poshmark API](https://crawlora.net/platforms/poshmark): Use a Poshmark API to search listings and get listing detail, seller closets, brand and category directories, and trend collections as structured JSON.
- [StockX API](https://crawlora.net/platforms/stockx): Use a StockX API to search products and get product detail, brand and category directories, and the release calendar as structured JSON.
- [Trip.com API](https://crawlora.net/platforms/tripcom): Use a Trip.com API to get a city's curated top-hotels list with display prices, plus full hotel detail, as structured JSON.
- [Whatnot API](https://crawlora.net/platforms/whatnot): Use a Whatnot API to browse live shopping shows by category and get a live show's current shop feed as structured JSON.
- [Yahoo Search API](https://crawlora.net/platforms/yahoo-search): Use a Yahoo Search API to search Yahoo web, image, video, news, and local results, plus autocomplete suggestions, as structured JSON.
- [Baidu API](https://crawlora.net/platforms/baidu): Extract Baidu's Chinese search-result cards and ranked suggestions as structured JSON, with page-aware results and typed cards.
- [Qwant API](https://crawlora.net/platforms/qwant): Collect Qwant-ranked autocomplete suggestions by prefix and European market locale as structured JSON for query research workflows.
- [Startpage API](https://crawlora.net/platforms/startpage): Collect Startpage-ranked autocomplete suggestions as structured JSON, with a bounded count and explicit empty-result behavior.
- [Yandex API](https://crawlora.net/platforms/yandex): Extract Yandex organic web results and localized autocomplete suggestions as structured JSON with page and language controls.
- [DuckDuckGo Search API](https://crawlora.net/platforms/duckduckgo-search): Use a DuckDuckGo Search API to search DuckDuckGo web results and get organic results as structured JSON.
- [Congressional Stock Disclosures API](https://crawlora.net/platforms/congress): Use a Congress API to search public congressional stock-disclosure filings by member, ticker, or date range as structured JSON.
- [Fiverr API](https://crawlora.net/platforms/fiverr): A Fiverr data API for gig search, detail, and seller profiles as JSON — Fiverr has no marketplace-data API, only a narrow affiliate-link API for promotion.
- [Instacart API](https://crawlora.net/platforms/instacart): An Instacart data API for stores, products, and pricing as JSON — its Developer Platform is invite-only, averaging 30-40 days to production access.
- [Nike API](https://crawlora.net/platforms/nike): Use a Nike API to search products and get full product detail — pricing, sizes, colorways, and images — plus category taxonomy as structured JSON.
- [Old Navy API](https://crawlora.net/platforms/old-navy): Use an Old Navy API to search Old Navy, Gap, Banana Republic, and Athleta products, browse categories, find stores, and get product detail as JSON.
- [Zara API](https://crawlora.net/platforms/zara): Use a Zara API to search products, browse category listings, and get full product detail — pricing, images, sizes, and availability — as JSON.
- [H&M API](https://crawlora.net/platforms/hm): Use an H&M API to search products, browse category listings, and get full product detail — pricing, images, sizes, and reviews — as structured JSON.
- [Macy's API](https://crawlora.net/platforms/macys): Use a Macy's API to get product detail with sale-aware pricing and color variants, plus paginated customer reviews and search suggestions, as structured JSON.
- [Ulta Beauty API](https://crawlora.net/platforms/ulta-beauty): Use an Ulta Beauty API to search products and get full product detail — pricing, ratings, reviews, and color/shade variants — as JSON.
- [Wish API](https://crawlora.net/platforms/wish): Use a Wish API to search products and get full product detail — pricing, availability, images, and variations — as structured JSON.
- [Zappos API](https://crawlora.net/platforms/zappos): Use a Zappos API to search products and get full product detail — pricing, ratings, reviews, and color variants — as structured JSON.
- [Wayfair API](https://crawlora.net/platforms/wayfair): Use a Wayfair API to browse categories and get full product detail — pricing, stock status, ratings, and highlights — as structured JSON.
- [Sam's Club API](https://crawlora.net/platforms/samsclub): Use a Sam's Club API to browse paginated category grids, walk the department taxonomy, and get full product detail as structured JSON.
- [Kohl's API](https://crawlora.net/platforms/kohls): Use a Kohl's API to collect category grids with facets, product reviews, store locations, and search typeahead as structured JSON.
- [Lululemon API](https://crawlora.net/platforms/lululemon): Use a Lululemon API to browse categories, get full product detail with pricing and reviews, and find physical stores — as structured JSON.
- [DraftKings Sportsbook API](https://crawlora.net/platforms/draftkings-sportsbook): Use the DraftKings Sportsbook API to get sports, leagues, events, betting markets, and odds as structured JSON.
- [Google Patents API](https://crawlora.net/platforms/google-patents): Use a Google Patents API to search patents and get bibliographic detail, claims, citations, and index coverage as structured JSON.
- [USPTO Patent Public Search API](https://crawlora.net/platforms/uspto-patent-public-search): Search USPTO's own full-text patent index and get normalized bibliographic results plus full document detail as structured JSON.
- [Sephora API](https://crawlora.net/platforms/sephora): Use a Sephora API to search products and get full product detail with color/shade variants, pricing, and reviews as structured JSON.
- [Home Depot API](https://crawlora.net/platforms/homedepot): Use Home Depot API endpoints to collect public products, categories, departments, keyword search, and product questions as structured JSON.
- [Adidas API](https://crawlora.net/platforms/adidas): Use an Adidas API to search or browse products, get full product detail, and find nearby stores as structured JSON.
- [SHEIN API](https://crawlora.net/platforms/shein): Use a SHEIN API to search products, get product detail, and get category listings, filter facets, navigation, and trending keywords as structured JSON.
- [Walgreens API](https://crawlora.net/platforms/walgreens): Use a Walgreens API to find nearby stores by coordinates or ZIP code, with hours, phone, and in-store services, as structured JSON.
- [Fashion Nova API](https://crawlora.net/platforms/fashion-nova): Use a Fashion Nova API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [SKIMS API](https://crawlora.net/platforms/skims): Use a SKIMS API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Steve Madden API](https://crawlora.net/platforms/steve-madden): Use a Steve Madden API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Oh Polly API](https://crawlora.net/platforms/oh-polly): Use a Oh Polly API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Everlane API](https://crawlora.net/platforms/everlane): Use a Everlane API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Cole Haan API](https://crawlora.net/platforms/cole-haan): Use a Cole Haan API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Brooklinen API](https://crawlora.net/platforms/brooklinen): Use a Brooklinen API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Rothy's API](https://crawlora.net/platforms/rothys): Use a Rothy's API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [The Body Shop API](https://crawlora.net/platforms/the-body-shop): Use The Body Shop API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Allbirds API](https://crawlora.net/platforms/allbirds): Use a Allbirds API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Kylie Cosmetics API](https://crawlora.net/platforms/kylie-cosmetics): Use a Kylie Cosmetics API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Gymshark API](https://crawlora.net/platforms/gymshark): Use a Gymshark API to get product, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Audible API](https://crawlora.net/platforms/audible): Use an Audible API to search audiobooks and get catalog detail, reviews, series, charts, and editorial lists as structured JSON.
- [J.Crew API](https://crawlora.net/platforms/jcrew): Use a J.Crew API to search J.Crew and J.Crew Factory products and get pricing, size charts, reviews, and store data as structured JSON.
- [Quince API](https://crawlora.net/platforms/quince): Use a Quince API to search products and get full product detail, reviews, FAQ content, and sitemap data as structured JSON.
- [BBB API](https://crawlora.net/platforms/bbb): Search BBB businesses, get a rating/accreditation profile and complaint history, and browse by category as structured JSON.
- [Chewy API](https://crawlora.net/platforms/chewy): Search Chewy, browse categories, and get product detail with reviews, Q&A, and Autoship pricing as structured JSON.
- [GDELT API](https://crawlora.net/platforms/gdelt): Search the GDELT Project's global news index and US TV news broadcasts, and chart coverage volume or sentiment over time as structured JSON.
- [Kickstarter API](https://crawlora.net/platforms/kickstarter): Browse or search Kickstarter campaigns and get funding detail, updates, and comments as structured JSON.
- [IKEA API](https://crawlora.net/platforms/ikea): Use an IKEA API to search products, browse categories, and get full product detail — pricing, ratings, reviews, and stock — as structured JSON.
- [Website Change Monitoring API](https://crawlora.net/platforms/monitors): Use the Monitors API to watch a page or sitemap for changes and get a signed webhook when one is detected — no polling, no diffing pipeline.
- [BBC News API](https://crawlora.net/platforms/bbc): Get BBC News article content and section headlines as structured JSON from a canonical article URL or a public RSS section.
- [Axios API](https://crawlora.net/platforms/axios): Get Axios topic navigation, topic headlines, and full article content as structured JSON.
- [Foreign Policy API](https://crawlora.net/platforms/foreign-policy): Get Foreign Policy headlines, category or tag archives, and full article content as structured JSON.
- [Foreign Affairs API](https://crawlora.net/platforms/foreign-affairs): Discover Foreign Affairs topics, get site-wide or topic-specific headlines, and open full articles as structured JSON.
- [Harvard Business Review API](https://crawlora.net/platforms/harvard-business-review): Get Harvard Business Review's topic taxonomy, latest headlines, topic archives, and full article content as structured JSON.
- [Los Angeles Times API](https://crawlora.net/platforms/los-angeles-times): Discover Los Angeles Times sections and get section headlines or full article content as structured JSON.
- [Politico API](https://crawlora.net/platforms/politico): Crawlora's Politico data API returns headlines, section feeds, and articles as JSON — Politico has no public API, not even via its paid Politico Pro product.
- [Reuters API](https://crawlora.net/platforms/reuters): Reuters news access runs through a Refinitiv/LSEG Eikon subscription, sales-negotiated with no self-serve signup. Crawlora returns Reuters news as free JSON.
- [Bilibili API](https://crawlora.net/platforms/bilibili): Get Bilibili's anonymous homepage sections, curated video shelves, search suggestions, and the current all-site ranking as structured JSON.
- [CNN API](https://crawlora.net/platforms/cnn): Get CNN article content, section headlines, and live story updates as structured JSON from a canonical cnn.com URL.
- [CourtListener API](https://crawlora.net/platforms/courtlistener): Search CourtListener's public court-opinion index and browse its court directory as structured JSON, for legal and case-law research.
- [The Guardian API](https://crawlora.net/platforms/guardian): Get Guardian article content, section headlines, and paginated topic archives as structured JSON from a canonical article URL or RSS section.
- [Hotels.com API](https://crawlora.net/platforms/hotels): Search Hotels.com by destination and dates, then pull live per-night rates, room offers, guest reviews, and property detail as structured JSON.
- [Leboncoin API](https://crawlora.net/platforms/leboncoin): Search Leboncoin listings by location and get normalized public listing detail as structured JSON, for France's largest classifieds marketplace.
- [Patreon API](https://crawlora.net/platforms/patreon): Get a creator's public Patreon profile, membership tiers, curated topic shelves, and public podcast RSS feeds as structured JSON.
- [Substack API](https://crawlora.net/platforms/substack): Get Substack category and bestseller rankings, publication profiles and subscription plans, posts and Notes, site search, and writer profiles as JSON.
- [Roblox API](https://crawlora.net/platforms/roblox): Search Roblox experiences, get public game and badge detail, and browse curated rankings as JSON — no Open Cloud key scoped to your own experience required.
- [SparkFun API](https://crawlora.net/platforms/sparkfun): Search SparkFun's electronics catalog, browse categories, and get full product detail — price, stock, and images — as structured JSON.
- [Accor API](https://crawlora.net/platforms/accor): Search Accor's public hotel index, walk destination and brand directories, and resolve a hotel code to static property metadata — all as structured JSON.
- [BigCommerce API](https://crawlora.net/platforms/bigcommerce): Search a BigCommerce Stencil storefront, browse category product grids, and get full public product detail as structured JSON.
- [Lazada API](https://crawlora.net/platforms/lazada): Get Lazada's category directory, homepage feed, keyword search, and product detail as structured JSON across six country storefronts.
- [Otto API](https://crawlora.net/platforms/otto): Search Otto.de's product catalog, browse its top-level categories, and get full public product detail as structured JSON.
- [Tokopedia API](https://crawlora.net/platforms/tokopedia): Search Tokopedia's product catalog, browse categories and homepage recommendations, and get full public product detail as structured JSON.
- [Boots API](https://crawlora.net/platforms/boots): Search Boots UK's product catalog with live facets and price/stock filters, and get search-box suggestions, as structured JSON.
- [Cricinfo API](https://crawlora.net/platforms/cricinfo): Get Cricinfo scores, scorecards, schedules, commentary, Statsguru tables, venue fixtures, news, videos, squads, grounds, and RSS feeds as structured JSON.
- [OpenSea API](https://crawlora.net/platforms/opensea): Get OpenSea NFT collection stats, item and wallet activity, floor prices, rankings, and marketplace order books, as structured JSON.
- [Starbucks API](https://crawlora.net/platforms/starbucks): Find nearby Starbucks stores, browse the full menu, and get product detail with full nutrition — including customized drinks — as structured JSON.
- [McDonald's API](https://crawlora.net/platforms/mcdonalds): Find McDonald's restaurants worldwide, browse menu categories, get one US restaurant's real prices, and pull full per-item nutrition detail as structured JSON.
- [Chipotle API](https://crawlora.net/platforms/chipotle): Find Chipotle restaurants, get the national menu catalog or restaurant-specific pricing, and pull ingredient and nutrition data as structured JSON.
- [Taco Bell API](https://crawlora.net/platforms/taco-bell): Find Taco Bell restaurants, browse the menu with prices and calories, and get combo, customization, and nutrition detail as structured JSON.
- [Dunkin' API](https://crawlora.net/platforms/dunkin): Browse Dunkin's store directory, find nearby stores by coordinate, and get the national menu and full store detail as structured JSON.
- [Subway API](https://crawlora.net/platforms/subway): Enumerate Subway's global store index, find stores near a coordinate or address, and get store detail plus per-store priced, nutrition-labeled menus as JSON.
- [CVS API](https://crawlora.net/platforms/cvs): Find nearby CVS stores, search or browse the OTC retail catalog with brand/category taxonomy, and get product detail and ingredient labels as structured JSON.
- [Burger King API](https://crawlora.net/platforms/burger-king): Find Burger King restaurants, get real-time fulfillment status, and pull full priced menus with customization detail as structured JSON.
- [Domino's API](https://crawlora.net/platforms/dominos): Find Domino's stores, get full structured menus with pricing, pull store coupons, and get the full build-your-own customization catalog as structured JSON.
- [Panera Bread API](https://crawlora.net/platforms/panera): Browse Panera Bread's cafe locator, get per-cafe menus with pricing and nutrition, and pull catering, time-slot, and item-customization data as structured JSON.
- [Popeyes API](https://crawlora.net/platforms/popeyes): Find Popeyes restaurants, get per-restaurant menus with real pricing, pull Popeyes Rewards' loyalty catalog, and search customer FAQs as structured JSON.
- [Deliveroo API](https://crawlora.net/platforms/deliveroo): Search Deliveroo restaurants, groceries, and shopping stores, get full priced catalogs, and pull live scheduling and filter data as structured JSON.
- [Just Eat API](https://crawlora.net/platforms/just-eat): Search Just Eat restaurants by UK postcode and get full priced menus as structured JSON.
- [KFC API](https://crawlora.net/platforms/kfc): Find KFC restaurants, get restaurant-specific priced menus, check delivery serviceability, and look up promotions as structured JSON.
- [Pandamart API](https://crawlora.net/platforms/pandamart): Search pandamart darkstores near a location, browse a store's categories and products, and search its full catalog as structured JSON.
- [Shake Shack API](https://crawlora.net/platforms/shake-shack): Browse Shake Shack's store index, find nearby locations with live ordering status, and get full store and menu detail as structured JSON.
- [Wingstop API](https://crawlora.net/platforms/wingstop): Browse Wingstop's store directory, find stores by coordinate or address, and pull each store's full detail, priced menu, and flavor catalog as JSON.
- [Grubhub API](https://crawlora.net/platforms/grubhub): Search Grubhub restaurants, get full menus with delivery and pickup pricing, and pull reviews, offers, and orderable time slots as structured JSON.
- [foodpanda API](https://crawlora.net/platforms/foodpanda): Search foodpanda restaurants across Asia-Pacific markets, get full menus with prices, and pull customer reviews as structured JSON.
- [Chick-fil-A API](https://crawlora.net/platforms/chick-fil-a): Browse Chick-fil-A's restaurant directory, menu catalog, press and editorial content, and customer FAQs as structured JSON.
- [Wendy's API](https://crawlora.net/platforms/wendys): Browse Wendy's store directory and national menu, find restaurants nearby, and get item, combo, per-store pricing, and nutrition detail as JSON.
- [Culver's API](https://crawlora.net/platforms/culvers): Browse Culver's ~1,121-restaurant directory and national menu, and get item, store, and the full flavor-of-the-day calendar as structured JSON.
- [Papa John's API](https://crawlora.net/platforms/papa-johns): Get Papa John's per-restaurant priced menus and deals across the US, Canada, India and 11 more markets, plus store locators and nutrition data as JSON.
- [Sonic Drive-In API](https://crawlora.net/platforms/sonic-drive-in): Browse Sonic Drive-In's menu and store directory, find restaurants by coordinate, and get item, store, and current-deal detail as structured JSON.
- [Arby's API](https://crawlora.net/platforms/arbys): Browse Arby's ~3,200-store US directory, find restaurants by coordinate, and get menus with full nutrition and per-store pricing as JSON.
- [Bonhams API](https://crawlora.net/platforms/bonhams): Search Bonhams auctions and lots across current and historical sales, and get normalized auction and lot facts including realized prices as JSON.
- [Jimmy John's API](https://crawlora.net/platforms/jimmy-johns): Enumerate Jimmy John's 9,700+ store-URL index, find restaurants by coordinate, and get store detail plus full menus and customization trees as JSON.
- [Raising Cane's API](https://crawlora.net/platforms/raising-canes): Browse Raising Cane's store directory, find restaurants by coordinate, and get store detail, the national menu, and promotion terms as JSON.
- [Rover API](https://crawlora.net/platforms/rover): Search Rover's public pet sitters, dog walkers, and trainers by location, and get normalized provider profiles with ratings and experience as JSON.
- [Whataburger API](https://crawlora.net/platforms/whataburger): Enumerate Whataburger's ~3,950-URL store index and get full per-store detail as structured JSON.
- [Tes API](https://crawlora.net/platforms/tes): Search Tes teaching jobs, the teaching-resources marketplace, and the Schools Directory, and get normalized job, resource, employer, and school facts as JSON.
- [7NOW API](https://crawlora.net/platforms/7now): Resolve an address to nearby 7NOW stores, then search or browse that store's priced, live-availability convenience catalog as JSON.
- [Apple Maps API](https://crawlora.net/platforms/apple-maps): Search Apple Maps places, get full place detail and photos, reverse-geocode, route between points, and browse Apple Guides as JSON.
- [Five Guys API](https://crawlora.net/platforms/five-guys): Search Five Guys restaurants by location or coordinate, browse the directory, and get menus with real prices, FAQs, and the nutrition guide as JSON.
- [GOAT API](https://crawlora.net/platforms/goat): Search GOAT sneakers, streetwear, and collectibles with full facet filters, and get product detail with live per-size resale pricing as JSON.
- [Kroger API](https://crawlora.net/platforms/kroger): Search Kroger groceries with facet filters, get product detail in bulk with nutrition and store pricing, and pull digital coupons as JSON.
- [Pizza Hut API](https://crawlora.net/platforms/pizza-hut): Search Pizza Hut restaurants, get per-store priced menus, and expand deal and topping customization trees with real price deltas as JSON.
- [Swiggy API](https://crawlora.net/platforms/swiggy): Search Swiggy restaurants and dishes by coordinate, browse curated collections, and get restaurant detail with full priced menus as JSON.
- [Wolt API](https://crawlora.net/platforms/wolt): List every Wolt city with its coordinates, search venues by location, and get menus plus live delivery fees and estimates as JSON.
- [Zaxby's API](https://crawlora.net/platforms/zaxbys): Find Zaxby's stores near a coordinate, get full per-store detail, and pull the national reference menu with its customization tree as JSON.
- [Zomato API](https://crawlora.net/platforms/zomato): Search Zomato restaurants by city with sort and cursor paging, browse curated collections, and get restaurant detail and menus as JSON.
- [Hermès API](https://crawlora.net/platforms/hermes): Use a Hermès API to browse categories, search or list the full catalogue, get product detail with variants and recommendations, and look up stores as JSON.
- [Burberry API](https://crawlora.net/platforms/burberry): Use a Burberry API to browse categories, search or browse the catalogue with live facets, get full product detail, and get search suggestions as JSON.
- [Gucci API](https://crawlora.net/platforms/gucci): Use a Gucci API to browse departments, search or browse the catalogue, get full product detail, and get search suggestions as JSON.
- [Prada API](https://crawlora.net/platforms/prada): Use a Prada API to browse categories and gender filters, search or browse the catalogue, get full product detail, and get search suggestions as JSON.
- [Moncler API](https://crawlora.net/platforms/moncler): Use a Moncler API to browse categories, search the catalogue, get full product detail with variants, look up boutiques, and get search suggestions as JSON.
- [Tiffany & Co. API](https://crawlora.net/platforms/tiffany): Use a Tiffany & Co. API to browse categories, search or browse the catalogue, get full product detail with variations, and get search suggestions as JSON.
- [Fashionphile API](https://crawlora.net/platforms/fashionphile): Use a Fashionphile API to get pre-owned luxury listing, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Rebag API](https://crawlora.net/platforms/rebag): Use a Rebag API to get pre-owned luxury handbag listing, collection, page, and recommendation data as structured JSON — no url parameter required.
- [Grailed API](https://crawlora.net/platforms/grailed): Use a Grailed API to search active and sold listings, get listing and seller detail, and browse the designer and facet taxonomy as structured JSON.
- [Vestiaire Collective API](https://crawlora.net/platforms/vestiaire): Use a Vestiaire Collective API to search pre-owned luxury listings, get listing and seller detail, and browse categories and conditions as structured JSON.
- [The RealReal API](https://crawlora.net/platforms/therealreal): Use a The RealReal API to search the consignment catalog, browse by category or designer, get listing detail, and browse condition grades as structured JSON.
- [Farfetch API](https://crawlora.net/platforms/farfetch): Use a Farfetch API to browse the luxury multi-brand marketplace by department, designer, and category, and get full product detail as structured JSON.
- [Chrono24 API](https://crawlora.net/platforms/chrono24): Use a Chrono24 API to search watch listings by brand and model, get listing and dealer detail, and browse brand and model directories as structured JSON.
- [Balenciaga API](https://crawlora.net/platforms/balenciaga): Use a Balenciaga API to browse categories, search with live facets, get full product detail with variants, and look up boutiques by country as structured JSON.
- [1stDibs API](https://crawlora.net/platforms/1stdibs): Use a 1stDibs API to search the handbags and purses catalog by designer and price, browse categories and designers, and get listing detail as structured JSON.
- [Moda Operandi API](https://crawlora.net/platforms/moda-operandi): Use a Moda Operandi API to search or browse by gender and category, get full product detail with availability, as structured JSON.
- [YOOX API](https://crawlora.net/platforms/yoox): Use a YOOX API to search or browse by department, get full product detail, and browse category and designer directories as structured JSON.
- [SeatGeek API](https://crawlora.net/platforms/seatgeek): Use a SeatGeek data API to search events and extract paginated category, venue, and performer data with live secondary-market pricing as structured JSON.
- [Resy API](https://crawlora.net/platforms/resy): Use a Resy API to extract restaurant profiles, live bookable timeslots, ticketed dining events, cuisines, and location-based search as structured JSON.
- [StubHub API](https://crawlora.net/platforms/stubhub): Use a StubHub API to extract event discovery, category taxonomy, performer and venue schedules, and trending performers and events as structured JSON.
- [Slickdeals API](https://crawlora.net/platforms/slickdeals): Use a Slickdeals API to extract deal-thread detail, category and forum taxonomy, the homepage feed, comments, and faceted search as structured JSON.
- [COMC API](https://crawlora.net/platforms/comc): Use a COMC API to extract trading-card listing search, listing detail, and category taxonomy as structured JSON.
- [Fanatics Collect API](https://crawlora.net/platforms/fanatics-collect): Use a Fanatics Collect API to extract sports-card and memorabilia auction listing search, listing detail, and filter values as structured JSON.
- [Goldin API](https://crawlora.net/platforms/goldin): Use a Goldin API to extract lot-auction search, full lot detail with live bid data, and filter enums as structured JSON.
- [PSA API](https://crawlora.net/platforms/psa): Use a PSA API to extract certification lookups, Price Guide values, and CardFacts/AutographFacts/ProBatFacts/TicketFacts reference data as structured JSON.
- [PSA Store API](https://crawlora.net/platforms/psastore): Use a PSA Store API to get card-grading supply and merchandise listing, collection, page, and recommendation data as structured JSON, no url parameter needed.
- [Fanatics API](https://crawlora.net/platforms/fanatics): Use a Fanatics API to extract league/team navigation, category listings, product detail, and search results as structured JSON.
- [Fanatics Live API](https://crawlora.net/platforms/fanatics-live): Use a Fanatics Live API to extract league taxonomy, shop directory, show detail, and live break/instant-rip state as structured JSON.
- [Pristine Auction API](https://crawlora.net/platforms/pristine-auction): Use a Pristine Auction API to extract live lot search, full lot detail, and search enum values as structured JSON.
- [Pristine Marketplace API](https://crawlora.net/platforms/pristine-marketplace): Use a Pristine Marketplace API to get product, collection, page, and review data as structured JSON — no url parameter required.
- [Alt API](https://crawlora.net/platforms/alt): Use an Alt API to extract aggregated card-marketplace search, sales archive, population reports, and price-trend data as structured JSON.
- [Al Jazeera API](https://crawlora.net/platforms/al-jazeera): Pull Al Jazeera's section navigation, site-wide headlines, section archives, and full article text as structured JSON from its public English edition.
- [Bloomberg API](https://crawlora.net/platforms/bloomberg): Bloomberg offers no public API — BLPAPI is bound to a Terminal contract from $31,980/yr, sales-only. Crawlora returns its public news as free structured JSON.
- [Financial Times API](https://crawlora.net/platforms/financial-times): Search Financial Times articles, browse section fronts and the site-wide feed, and get full public article content as structured JSON.
- [NPR API](https://crawlora.net/platforms/npr): Get NPR's section navigation, site-wide headlines, section archives, and full public article content as structured JSON.
- [New York Times API](https://crawlora.net/platforms/new-york-times): List New York Times sections, get a section's RSS-fed headlines, and pull full public article content as structured JSON.
- [Washington Post API](https://crawlora.net/platforms/washington-post): List Washington Post sections, browse a section front or the site-wide news-sitemap feed, and get full public article content as structured JSON.
- [AP News API](https://crawlora.net/platforms/ap-news): Get AP News's hub inventory, section and top-story headlines, a standalone fact-check feed, and full public article content as structured JSON.
- [CNBC API](https://crawlora.net/platforms/cnbc): List CNBC's public editorial sections, read a section's current article cards, and get full public article content as structured JSON.
- [Daily Mail API](https://crawlora.net/platforms/daily-mail): Get Daily Mail's public section list, site-wide and per-section RSS headlines, and full public article content as structured JSON.
- [Forbes API](https://crawlora.net/platforms/forbes): List Forbes's editorial sections, read section headlines, pull the billionaires list, get a person's wealth profile, and get full article content as JSON.
- [Fox News API](https://crawlora.net/platforms/fox-news): Get Fox News's RSS section list, section and site-wide headlines, keyword search results, and full public article content as structured JSON.
- [NBC News API](https://crawlora.net/platforms/nbc-news): Get NBC News's RSS section list, section and site-wide headlines, and full public article content as structured JSON.
- [Newsweek API](https://crawlora.net/platforms/newsweek): Get Newsweek's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Sky News API](https://crawlora.net/platforms/sky-news): Get Sky News's section list, headlines, author profiles, and video metadata, plus full public article content, as structured JSON.
- [TIME API](https://crawlora.net/platforms/time): Get TIME's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [The Hill API](https://crawlora.net/platforms/the-hill): Get The Hill's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [The Independent API](https://crawlora.net/platforms/the-independent): Get The Independent's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Wall Street Journal API](https://crawlora.net/platforms/wall-street-journal): Get Wall Street Journal article content — title, author, publish time, and body paragraphs — recovered from a public web-archive snapshot, as structured JSON.
- [Business Insider API](https://crawlora.net/platforms/business-insider): Get Business Insider's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Daily Express API](https://crawlora.net/platforms/daily-express): Get Daily Express's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Daily Record API](https://crawlora.net/platforms/daily-record): Get Daily Record's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Fortune API](https://crawlora.net/platforms/fortune): Get Fortune's section headlines, full article content, author profiles, and the Fortune 500/Global 500 ranking and company database as structured JSON.
- [Barron's API](https://crawlora.net/platforms/barrons): Crawlora's Barron's data API returns topic feeds and article text as JSON. Dow Jones gates its own API behind an enterprise sales contract — no self-serve key.
- [Slate API](https://crawlora.net/platforms/slate): Get Slate's public feed sections, section headlines, and full article content as structured JSON.
- [MIT Sloan Management Review API](https://crawlora.net/platforms/mit-sloan-management-review): Get MIT Sloan Management Review's topic taxonomy, homepage headlines, topic archives, and full article content as structured JSON.
- [MarketWatch API](https://crawlora.net/platforms/marketwatch): Get MarketWatch's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [New York Magazine API](https://crawlora.net/platforms/new-york-magazine): Get New York Magazine's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [The Sun API](https://crawlora.net/platforms/sun): Get The Sun's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [The Telegraph API](https://crawlora.net/platforms/telegraph): Get The Telegraph's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [The Verge API](https://crawlora.net/platforms/the-verge): Get The Verge's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [This Is Money API](https://crawlora.net/platforms/this-is-money): Get This Is Money's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [Vox API](https://crawlora.net/platforms/vox): Get Vox's public section list, site-wide and per-section headlines, and full public article content as structured JSON.
- [ABC News API](https://crawlora.net/platforms/abc-news): Get ABC News article content, section headlines, and author pages as structured JSON from a canonical abcnews.com article URL.
- [Ars Technica API](https://crawlora.net/platforms/ars-technica): Get Ars Technica article content, section headlines, and the cross-section front-page feed as structured JSON from a canonical arstechnica.com article URL.
- [Breitbart API](https://crawlora.net/platforms/breitbart): Get Breitbart article content, section headlines, and author pages as structured JSON from a canonical breitbart.com article URL.
- [CBS News API](https://crawlora.net/platforms/cbs-news): Get CBS News article content, RSS-backed section headlines, and author pages as structured JSON from a canonical cbsnews.com article URL.
- [Deadline API](https://crawlora.net/platforms/deadline): Get Deadline article content, granular Hollywood-trade section headlines, and author pages as structured JSON from a canonical deadline.com article URL.
- [DW API](https://crawlora.net/platforms/dw): Get DW (Deutsche Welle) articles, correspondent profiles, and headlines from Africa, Europe, Asia, and 15 other regional and topic feeds as structured JSON.
- [The Globe and Mail API](https://crawlora.net/platforms/globe-and-mail): Get The Globe and Mail's section headlines, reporter profiles, and article metadata, with a clean paywall signal on gated stories, as structured JSON.
- [HuffPost API](https://crawlora.net/platforms/huffpost): Get HuffPost article content, contributor profiles, and headlines from 40 news, politics, entertainment, life, and Voices sections as structured JSON.
- [News.com.au API](https://crawlora.net/platforms/news-com-au): Get News.com.au articles, staff writer profiles, and headlines from its national, world, lifestyle, technology, finance, and sport sections as JSON.
- [New York Post API](https://crawlora.net/platforms/new-york-post): Get New York Post article content, author profiles, and headlines from 54 news, sports, business, entertainment, and lifestyle sections as JSON.
- [ProPublica API](https://crawlora.net/platforms/propublica): Get ProPublica investigations, topic-organized headlines, reporter profiles, and the latest-investigations feed as structured JSON from a URL or topic slug.
- [Rolling Stone API](https://crawlora.net/platforms/rolling-stone): Get Rolling Stone articles, Music, Politics, TV & Movies, and Culture headlines, writer profiles, and the front-page feed as structured JSON.
- [South China Morning Post API](https://crawlora.net/platforms/scmp): Get SCMP article content, headlines across an 88-feed News, Business, Tech, and Lifestyle taxonomy, and reporter profiles as structured JSON.
- [TechCrunch API](https://crawlora.net/platforms/techcrunch): Get TechCrunch articles, headlines across a 22-feed AI, Startups, and Venture taxonomy, writer profiles, and the front-page feed as structured JSON.
- [The Atlantic API](https://crawlora.net/platforms/the-atlantic): Get The Atlantic article content, headlines across 13 Ideas, Politics, Technology, and Culture sections, and contributor profiles as structured JSON.
- [The Daily Beast API](https://crawlora.net/platforms/the-daily-beast): Get The Daily Beast's political-scoop and entertainment articles, reporter profiles, section headlines, and top-stories feed as structured JSON.
- [USA Today API](https://crawlora.net/platforms/usa-today): Get USA Today article content with revision history, staff writer profiles, section headlines, and the national top-stories feed as structured JSON.
- [Variety API](https://crawlora.net/platforms/variety): Get Variety's entertainment-industry articles, author profiles with paginated bylines, section headlines, and its trade-news feed as structured JSON.
- [VICE API](https://crawlora.net/platforms/vice): Get VICE's youth-culture and music journalism, contributor profiles, section headlines, and top-stories feed as structured JSON from vice.com URLs.
- [WIRED API](https://crawlora.net/platforms/wired): Get WIRED's technology and security journalism, contributor profiles, section headlines, and top-stories feed as structured JSON from wired.com URLs.
- [7NEWS Australia API](https://crawlora.net/platforms/7news-australia): Use Crawlora's 7NEWS Australia API for structured headlines, sections, and articles and an author-related route. Useful for AU state news.
- [9to5Mac API](https://crawlora.net/platforms/9to5mac): Use Crawlora's 9to5Mac API for structured headlines, sections, and articles and an author-related route. Focused only on Apple products.
- [ABC News Australia API](https://crawlora.net/platforms/abc-news-australia): Use Crawlora's ABC News Australia API for structured headlines, sections, and articles and an author-related route. Covers AU regions.
- [Android Authority API](https://crawlora.net/platforms/android-authority): Use Crawlora's Android Authority API for structured headlines, sections, and articles. Covers phones, wearables, smart home, and buying guides.
- [Billboard API](https://crawlora.net/platforms/billboard): Use Crawlora's Billboard API for structured headlines, sections, and articles and an author-related route. Ties music news to chart data.
- [Birmingham Mail API](https://crawlora.net/platforms/birmingham-mail): Use Crawlora's Birmingham Mail API for structured headlines, sections, and articles and an author-related route. Covers West Midlands news.
- [Bleacher Report API](https://crawlora.net/platforms/bleacher-report): Use Crawlora's Bleacher Report API for structured headlines, sections, and articles and an author-related route. Useful for league feeds.
- [Business Standard API](https://crawlora.net/platforms/business-standard): Use Crawlora's Business Standard API for structured headlines, sections, and articles and an author-related route. Covers Indian markets.
- [CBC News API](https://crawlora.net/platforms/cbc-news): Use Crawlora's CBC News API for structured headlines, sections, and articles and an author-related route. Separates national, local feeds.
- [CBR API](https://crawlora.net/platforms/cbr): Use Crawlora's CBR API for structured headlines, sections, and articles and an author-related route. Separates reviews from breaking news.
- [CBS Sports API](https://crawlora.net/platforms/cbs-sports): Use Crawlora's CBS Sports API for structured headlines, sections, and articles and an author-related route. Covers NFL, NBA, MLB, and NHL.
- [CNA API](https://crawlora.net/platforms/cna): Use Crawlora's CNA API for structured headlines, sections, and articles and an author-related route. Covers Asia, Singapore, and business.
- [CNET API](https://crawlora.net/platforms/cnet): Use Crawlora's CNET API for structured headlines, sections, and articles and an author-related route. Covers AI, computing, and deals.
- [CTV News API](https://crawlora.net/platforms/ctv-news): Use Crawlora's CTV News API for structured headlines, sections, and articles and an author-related route. Covers Canada and local editions.
- [Chicago Tribune API](https://crawlora.net/platforms/chicago-tribune): Use Crawlora's Chicago Tribune API for structured headlines, sections, and articles and an author-related route. Covers Chicago civic news.
- [Collider API](https://crawlora.net/platforms/collider): Use Crawlora's Collider API for structured headlines, sections, and articles and an author-related route. Covers movie and TV news.
- [Daily Star UK API](https://crawlora.net/platforms/daily-star-uk): Use Crawlora's Daily Star UK API for structured headlines, sections, and articles and an author-related route. Covers UK tabloid news.
- [DailyWire API](https://crawlora.net/platforms/dailywire): Use Crawlora's DailyWire API for structured headlines, sections, and articles and an author-related route. Labels news, opinion, analysis.
- [Dawn API](https://crawlora.net/platforms/dawn): Use Crawlora's Dawn API for structured headlines, sections, and articles and an author-related route. Pakistan news.
- [E! News API](https://crawlora.net/platforms/e-news): Use Crawlora's E! News API for structured headlines, sections, and articles and an author-related route. Entertainment news.
- [Economic Times API](https://crawlora.net/platforms/economic-times): Use Crawlora's Economic Times API for structured headlines, sections, and articles and an author-related route. India business news.
- [Engadget API](https://crawlora.net/platforms/engadget): Use Crawlora's Engadget API for structured headlines, sections, and articles and an author-related route. Consumer tech news.
- [Entertainment Weekly API](https://crawlora.net/platforms/entertainment-weekly): Use Crawlora's Entertainment Weekly API for structured headlines, sections, and articles and an author-related route. Film and TV news.
- [Euronews API](https://crawlora.net/platforms/euronews): Use Crawlora's Euronews API for structured headlines, sections, and articles and an author-related route. European news.
- [Evening Standard API](https://crawlora.net/platforms/evening-standard): Use Crawlora's Evening Standard API for structured headlines, sections, and articles and an author-related route. London news.
- [Fast Company API](https://crawlora.net/platforms/fast-company): Use Crawlora's Fast Company API for structured headlines, sections, and articles and an author-related route. Business and design.
- [Flashscore API](https://crawlora.net/platforms/flashscore): Flashscore publishes no official API. Crawlora turns its live scores, fixtures, odds, standings, and stats into structured JSON on demand.
- [FotMob API](https://crawlora.net/platforms/fotmob): FotMob's own API is undocumented and unsupported for outside use. Crawlora delivers the same football scores, tables, and stats as stable JSON.
- [France 24 API](https://crawlora.net/platforms/france-24): Use Crawlora's France 24 API for structured headlines, sections, and articles and an author-related route. International regional news.
- [GB News API](https://crawlora.net/platforms/gb-news): Use Crawlora's GB News API for structured headlines, sections, and articles and an author-related route. UK politics and current affairs.
- [GMA News API](https://crawlora.net/platforms/gma-news): Use Crawlora's GMA News API for structured headlines, sections, and articles. Philippine news and weather.
- [Game Rant API](https://crawlora.net/platforms/game-rant): Use Crawlora's Game Rant API for structured headlines, sections, and articles and an author-related route. Games, guides, and reviews.
- [GamesRadar+ API](https://crawlora.net/platforms/gamesradar): Use Crawlora's GamesRadar+ API for structured headlines, sections, and articles and an author-related route. Games and entertainment.
- [Gizmodo API](https://crawlora.net/platforms/gizmodo): Use Crawlora's Gizmodo API for structured headlines, sections, and articles and an author-related route. Technology, science, and culture.
- [Global News API](https://crawlora.net/platforms/global-news): Use Crawlora's Global News API for structured headlines, sections, and articles and an author-related route. Canadian national-local news.
- [Gulf News API](https://crawlora.net/platforms/gulf-news): Use Crawlora's Gulf News API for structured headlines, sections, and articles and an author-related route. UAE and Gulf regional news.
- [GQ API](https://crawlora.net/platforms/gq): Use Crawlora's GQ API for structured headlines, sections, and articles and an author-related route. Covers style, culture, and grooming.
- [Hindustan Times API](https://crawlora.net/platforms/hindustan-times): Extract Hindustan Times sections, Indian news, headlines, article text, and author profiles as structured JSON.
- [Hollywood Reporter API](https://crawlora.net/platforms/hollywood-reporter): Extract The Hollywood Reporter entertainment news, awards, section headlines, articles, and author profiles as JSON.
- [IGN API](https://crawlora.net/platforms/ign): Extract IGN gaming news, reviews, platform feeds, article text, and author profiles as structured JSON.
- [IOL API](https://crawlora.net/platforms/iol): Extract IOL South African news, provincial and sport headlines, article content, and author profiles as JSON.
- [India Today API](https://crawlora.net/platforms/india-today): Extract India Today news, elections, fact checks, data intelligence, articles, and author profiles as JSON.
- [IndieWire API](https://crawlora.net/platforms/indiewire): Extract IndieWire film, TV, awards, criticism, festival, article, and author data as structured JSON.
- [Investopedia API](https://crawlora.net/platforms/investopedia): Investopedia has no public API — Dotdash Meredith licenses content via enterprise deals only. Extract markets, investing, and finance articles as JSON.
- [Irish Independent API](https://crawlora.net/platforms/irish-independent): Extract Irish Independent national and county news, articles, author profiles, and premium flags as JSON.
- [Irish Times API](https://crawlora.net/platforms/irish-times): Extract Irish Times news, politics, business, Your Money, articles, and author profiles as structured JSON.
- [Khaleej Times API](https://crawlora.net/platforms/khaleej-times): Extract Khaleej Times UAE, Gulf, business, visa, property, article, and author data as structured JSON.
- [Kotaku API](https://crawlora.net/platforms/kotaku): Extract Kotaku games, guides, reviews, culture, entertainment, article text, and author data as JSON.
- [Live Science API](https://crawlora.net/platforms/live-science): Extract Live Science space, health, archaeology, animals, Earth, article, and author data as structured JSON.
- [LiveScore API](https://crawlora.net/platforms/livescore): LiveScore runs no self-serve developer API. Crawlora reads its live scores, fixtures, standings, and news directly as structured JSON.
- [Liverpool Echo API](https://crawlora.net/platforms/liverpool-echo): Extract Liverpool Echo local news, football, transfer, lifestyle, article, and author data as structured JSON.
- [MacRumors API](https://crawlora.net/platforms/macrumors): Extract MacRumors Apple news, rumours, guides, how-tos, reviews, articles, and author data as JSON.
- [Manchester Evening News API](https://crawlora.net/platforms/manchester-evening-news): Extract Manchester Evening News local headlines, articles, section feeds, and author profiles as structured JSON.
- [Mashable API](https://crawlora.net/platforms/mashable): Extract Mashable technology, digital culture, entertainment, science, articles, and author data as JSON.
- [Mediaite API](https://crawlora.net/platforms/mediaite): Extract Mediaite TV, media, politics, opinion, article, and author data as structured JSON.
- [Metro API](https://crawlora.net/platforms/metro): Extract Metro UK news, sport, entertainment, lifestyle, articles, and author profiles as JSON.
- [Mint API](https://crawlora.net/platforms/mint): Extract Mint companies, markets, money, policy, technology, articles, and author data as structured JSON.
- [Mirror API](https://crawlora.net/platforms/mirror): Extract Mirror UK news, section headlines, article text, and author profiles as structured JSON.
- [Moneycontrol API](https://crawlora.net/platforms/moneycontrol): Extract Moneycontrol Indian markets, companies, IPO, funds, economy, articles, and author data as JSON.
- [NDTV API](https://crawlora.net/platforms/ndtv): Collect Indian national news, business, cricket, technology and entertainment from NDTV with Crawlora’s structured news endpoints.
- [NZ Herald API](https://crawlora.net/platforms/nz-herald): Collect New Zealand national, regional, business and investigative reporting from NZ Herald with Crawlora’s structured news endpoints.
- [Nation Africa API](https://crawlora.net/platforms/nation-africa): Collect Kenyan and East African politics, business, regional affairs and investigations from Nation Africa with Crawlora’s structured news endpoints.
- [National Post API](https://crawlora.net/platforms/national-post): Collect Canadian federal affairs, business, opinion and culture from National Post with Crawlora’s structured news endpoints.
- [New York Daily News API](https://crawlora.net/platforms/new-york-daily-news): Collect New York City government, courts, crime, transit, boroughs and sports from New York Daily News with Crawlora’s structured news endpoints.
- [News18 API](https://crawlora.net/platforms/news18): Collect Indian national and state news, business, cricket and technology from News18 with Crawlora’s structured news endpoints.
- [News24 API](https://crawlora.net/platforms/news24): Collect South African politics, investigations, business and sport from News24 with Crawlora’s structured news endpoints.
- [Newsmax API](https://crawlora.net/platforms/newsmax): Collect US political reporting, opinion, finance and television-linked news from Newsmax with Crawlora’s structured news endpoints.
- [PC Gamer API](https://crawlora.net/platforms/pc-gamer): Collect PC game news, reviews, hardware, mods and practical guides from PC Gamer with Crawlora’s structured news endpoints.
- [PCMag API](https://crawlora.net/platforms/pcmag): Collect tested consumer technology, software, security and buying advice from PCMag with Crawlora’s structured news endpoints.
- [PEOPLE API](https://crawlora.net/platforms/people): Collect celebrity, entertainment, royals, lifestyle and human-interest reporting from PEOPLE with Crawlora’s structured news endpoints.
- [Page Six API](https://crawlora.net/platforms/page-six): Collect celebrity exclusives, New York social life, style and reality television from Page Six with Crawlora’s structured news endpoints.
- [Philadelphia Inquirer API](https://crawlora.net/platforms/philadelphia-inquirer): Collect Philadelphia and Pennsylvania government, neighborhoods, schools and sports from Philadelphia Inquirer with Crawlora’s structured news endpoints.
- [Philippine Daily Inquirer API](https://crawlora.net/platforms/philippine-daily-inquirer): Collect Philippine national affairs, regions, business, opinion and entertainment from Philippine Daily Inquirer with Crawlora’s structured news endpoints.
- [Philstar API](https://crawlora.net/platforms/philstar): Collect Philippine national affairs, business, sports and multilingual local editions from Philstar with Crawlora’s structured news endpoints.
- [PhoneArena API](https://crawlora.net/platforms/phonearena): Collect smartphones, tablets, wearables, mobile software and carrier deals from PhoneArena with Crawlora’s structured news endpoints.
- [Polygon API](https://crawlora.net/platforms/polygon): Collect games, guides, reviews and genre entertainment from Polygon with Crawlora’s structured news endpoints.
- [Punch API](https://crawlora.net/platforms/punch): Collect Nigerian national politics, metro reporting, business and public health from Punch with Crawlora’s structured news endpoints.
- [RNZ API](https://crawlora.net/platforms/rnz): Collect New Zealand public-interest news, Māori and Pacific affairs, politics and climate from RNZ with Crawlora’s structured news endpoints.
- [RTÉ News API](https://crawlora.net/platforms/rte-news): Collect Irish national affairs, regional reporting, politics, business and world news from RTÉ News with Crawlora’s structured news endpoints.
- [Rappler API](https://crawlora.net/platforms/rappler): Collect Philippine accountability reporting, politics, fact checking and civic issues from Rappler with Crawlora’s structured news endpoints.
- [Raw Story API](https://crawlora.net/platforms/raw-story): Collect US political reporting, investigations, media criticism and progressive opinion from Raw Story with Crawlora’s structured news endpoints.
- [i API](https://crawlora.net/platforms/i): Collect UK politics, public services, business, culture and accessible daily news from i with Crawlora’s structured news endpoints.
- [SFGate API](https://crawlora.net/platforms/sfgate): Extract SFGate news, section headlines, articles, and public author data as structured JSON for Northern California trend monitoring.
- [Salon API](https://crawlora.net/platforms/salon): Extract Salon news, section headlines, articles, and public author data as structured JSON for progressive commentary analysis.
- [ScreenRant API](https://crawlora.net/platforms/screenrant): Extract ScreenRant news, section headlines, articles, and public author data as structured JSON for screen-media trend tracking.
- [Seattle Times API](https://crawlora.net/platforms/seattle-times): Extract Seattle Times news, section headlines, articles, and public author data as structured JSON for Seattle-area intelligence.
- [Space API](https://crawlora.net/platforms/space): Extract Space news, section headlines, articles, and public author data as structured JSON for spaceflight and astronomy monitoring.
- [Sporting News API](https://crawlora.net/platforms/sporting-news): Extract Sporting News news, section headlines, articles, and public author data as structured JSON for sports-event monitoring.
- [Stuff API](https://crawlora.net/platforms/stuff): Extract Stuff news, section headlines, articles, and public author data as structured JSON for regional New Zealand coverage.
- [TMZ API](https://crawlora.net/platforms/tmz): Extract TMZ news, section headlines, articles, and person coverage hubs as structured JSON for celebrity event tracking.
- [TechRadar API](https://crawlora.net/platforms/techradar): Extract TechRadar news, section headlines, articles, and public author data as structured JSON for technology purchase-intent analysis.
- [The Age API](https://crawlora.net/platforms/the-age): Extract The Age news, section headlines, articles, and public author data as structured JSON for Melbourne regional intelligence.
- [The Daily Caller API](https://crawlora.net/platforms/the-daily-caller): Extract The Daily Caller news, section headlines, articles, and public author data as structured JSON for conservative US news monitoring.
- [The Hindu API](https://crawlora.net/platforms/the-hindu): Extract The Hindu news, section headlines, articles, and public author data as structured JSON for Indian policy-news analysis.
- [The Indian Express API](https://crawlora.net/platforms/the-indian-express): Extract The Indian Express news, section headlines, articles, and public author data as structured JSON for Indian institutions research.
- [The New Yorker API](https://crawlora.net/platforms/the-new-yorker): Extract The New Yorker news, section headlines, articles, and public author data as structured JSON for magazine journalism analysis.
- [The Star Malaysia API](https://crawlora.net/platforms/the-star-malaysia): Extract The Star Malaysia news, section headlines, articles, and public author data as structured JSON for Malaysian news intelligence.
- [The Straits Times API](https://crawlora.net/platforms/the-straits-times): Extract The Straits Times news, section headlines, articles, and public author data as structured JSON for Southeast Asian policy monitoring.
- [The Sydney Morning Herald API](https://crawlora.net/platforms/the-sydney-morning-herald): Extract The Sydney Morning Herald news, section headlines, articles, and public author data as structured JSON for Sydney and NSW intelligence.
- [TheJournal.ie API](https://crawlora.net/platforms/thejournal-ie): Extract TheJournal.ie news, section headlines, articles, and public author data as structured JSON for Ireland explanatory-news monitoring.
- [Times of India API](https://crawlora.net/platforms/times-of-india): Extract Times of India news, section headlines, articles, and public author data as structured JSON for Indian city and national tracking.
- [Times of Israel API](https://crawlora.net/platforms/times-of-israel): Extract Times of Israel news, section headlines, articles, and public author data as structured JSON for Israel and regional-affairs monitoring.
- [Tom's Guide API](https://crawlora.net/platforms/toms-guide): Extract Tom's Guide news, section headlines, articles, and public author data as structured JSON for consumer technology purchase research.
- [Tom's Hardware API](https://crawlora.net/platforms/toms-hardware): Extract Tom's Hardware news, section headlines, articles, and public author data as structured JSON for PC component intelligence.
- [Toronto Star API](https://crawlora.net/platforms/toronto-star): Extract Toronto Star news, section headlines, articles, and public author data as structured JSON for Greater Toronto monitoring.
- [Townhall API](https://crawlora.net/platforms/townhall): Extract Townhall news, section headlines, articles, and public author data as structured JSON for conservative opinion tracking.
- [Us Weekly API](https://crawlora.net/platforms/us-weekly): Extract Us Weekly news, section headlines, articles, and public author data as structured JSON for popular-culture monitoring.
- [Vanguard API](https://crawlora.net/platforms/vanguard): Extract Vanguard news, section headlines, articles, and recent byline-filtered feed matches as structured JSON for Nigerian current-affairs monitoring.
- [Vanity Fair API](https://crawlora.net/platforms/vanity-fair): Extract Vanity Fair news, section headlines, articles, and public author data as structured JSON for awards and cultural-trend analysis.
- [WalesOnline API](https://crawlora.net/platforms/walesonline): Extract WalesOnline news, section headlines, articles, and public author data as structured JSON for Wales regional monitoring.
- [XDA API](https://crawlora.net/platforms/xda): Extract XDA news, section headlines, articles, and public author data as structured JSON for Android ecosystem research.
- [ZDNet API](https://crawlora.net/platforms/zdnet): Extract ZDNet news, section headlines, articles, and public author data as structured JSON for business-technology intelligence.
- [Brisbane Times API](https://crawlora.net/platforms/brisbane-times): Use Crawlora's Brisbane Times API to collect Nine Publishing’s digital-only Queensland masthead for Brisbane and state reporting. 104 accepted headline…
- [AL.com API](https://crawlora.net/platforms/alcom): Use Crawlora's AL.com API to collect Alabama reporting organized around News. 3 section records observed 2026-10-14.
- [Android Police API](https://crawlora.net/platforms/android-police): Use Crawlora's Android Police API to collect Valnet's Android and consumer-technology publication. 18 section records observed 2026-10-14.
- [Boston Globe API](https://crawlora.net/platforms/boston-globe): Use Crawlora's Boston Globe API to collect Boston Globe reporting across Massachusetts and New England. 99 feed cards observed 2026-10-14.
- [Cleveland.com API](https://crawlora.net/platforms/cleveland-com): Use Crawlora's Cleveland.com API to collect Advance Local's Cleveland-area news and sports publication. 50 feed cards observed 2026-10-14.
- [Daily Kos API](https://crawlora.net/platforms/daily-kos): Use Crawlora's Daily Kos API to collect a progressive political publication and reader community with staff reporting and 24 verified WordPress editorial…
- [Daily Maverick API](https://crawlora.net/platforms/daily-maverick): Use Crawlora's Daily Maverick API to collect South African public-interest journalism. 51 section records observed 2026-10-14.
- [The Denver Post API](https://crawlora.net/platforms/denver-post): Use Crawlora's The Denver Post API to collect MediaNews Group's Colorado newspaper. 75 discovery records observed 2026-10-14.
- [The Express Tribune API](https://crawlora.net/platforms/express-tribune): Use Crawlora's The Express Tribune API to collect Pakistan-focused English-language newspaper covering national affairs. 33 section records observed 2026-10-14.
- [FOX Sports API](https://crawlora.net/platforms/fox-sports): Use Crawlora's FOX Sports API to collect FOX Sports' sports newsroom. 23 feed records observed 2026-10-14.
- [Free Malaysia Today API](https://crawlora.net/platforms/free-malaysia-today): Use Crawlora's Free Malaysia Today API to collect a Malaysian digital news publisher with 34 API-verified editorial destinations. 34 section records…
- [GhanaWeb API](https://crawlora.net/platforms/ghanaweb): Use Crawlora's GhanaWeb API to collect Ghanaian news and entertainment coverage across politics. 15 section records observed 2026-10-14.
- [Houston Chronicle API](https://crawlora.net/platforms/houston-chronicle): Use Crawlora's Houston Chronicle API to collect Hearst's Houston newsroom. 35 section records observed 2026-10-14.
- [How-To Geek API](https://crawlora.net/platforms/how-to-geek): Use Crawlora's How-To Geek API to collect Valnet's practical technology publication. 10 feed cards observed 2026-10-14.
- [The Japan Times API](https://crawlora.net/platforms/japan-times): Use Crawlora's The Japan Times API to collect an English-language Japanese newspaper covering Japan. 60 section records observed 2026-10-14.
- [Jerusalem Post API](https://crawlora.net/platforms/jerusalem-post): Use Crawlora's Jerusalem Post API to collect Israeli news reporting and analysis with regional. 40 section records observed 2026-10-14.
- [Malay Mail API](https://crawlora.net/platforms/malay-mail): Use Crawlora's Malay Mail API to collect an English-language Malaysian news publisher covering national affairs. 11 section records observed 2026-10-14.
- [Medical News Today API](https://crawlora.net/platforms/medical-news-today): Use Crawlora's Medical News Today API to collect Medical News Today's newsroom coverage of health research and health news. 1 section record observed…
- [MLive API](https://crawlora.net/platforms/mlive): Use Crawlora's MLive API to collect Advance Local's Michigan regional news publication. 50 feed cards observed 2026-10-14.
- [The Motley Fool API](https://crawlora.net/platforms/motley-fool): Use Crawlora's The Motley Fool API to collect The Motley Fool's investing newsroom. 10 section records observed 2026-10-14.
- [The National API](https://crawlora.net/platforms/the-national): Use Crawlora's The National API to collect UAE and Gulf reporting with wider Middle East. 57 section records observed 2026-10-14.
- [NJ.com API](https://crawlora.net/platforms/nj-com): Use Crawlora's NJ.com API to collect Advance Local's New Jersey publisher for statewide and community reporting. 50 feed cards observed 2026-10-14.
- [Phys.org API](https://crawlora.net/platforms/phys-org): Use Crawlora's Phys.org API to collect ScienceX science news across nanotechnology. 9 topic feeds observed 2026-10-14.
- [Popular Mechanics API](https://crawlora.net/platforms/popular-mechanics): Use Crawlora's Popular Mechanics API to collect Hearst's science. 50 feed cards observed 2026-10-14.
- [SBS News API](https://crawlora.net/platforms/sbs-news): Use Crawlora's SBS News API to collect SBS. 15 topic records observed 2026-10-14.
- [ScienceAlert API](https://crawlora.net/platforms/sciencealert): Use Crawlora's ScienceAlert API to collect ScienceAlert's science reporting across Space. 8 section records observed 2026-10-14.
- [Sky Sports API](https://crawlora.net/platforms/sky-sports): Use Crawlora's Sky Sports API to collect Sky's sports newsroom across football. 22 sport-feed records observed 2026-10-14.
- [Minnesota Star Tribune API](https://crawlora.net/platforms/star-tribune): Use Crawlora's Minnesota Star Tribune API to collect Minnesota's regional newspaper. 10 feed cards observed 2026-10-14.
- [TheBlaze API](https://crawlora.net/platforms/theblaze): Use Crawlora's TheBlaze API to collect Blaze Media's news publisher. 44 section records observed 2026-10-14.
- [The Next Web API](https://crawlora.net/platforms/the-next-web): Use Crawlora's The Next Web API to collect TNW's technology newsroom. 10 section records observed 2026-10-14.
- [TimesLIVE API](https://crawlora.net/platforms/timeslive): Use Crawlora's TimesLIVE API to collect South African reporting across 23 editorial desks. 23 section records observed 2026-10-14.
- [Wccftech API](https://crawlora.net/platforms/wccftech): Use Crawlora's Wccftech API to collect technology and hardware coverage. 135 discovery records observed 2026-10-14.
- [Yardbarker API](https://crawlora.net/platforms/yardbarker): Use Crawlora's Yardbarker API to collect Yardbarker's curated sports coverage across leagues, teams, schools, and topics. 589 directory records observed…
- [9to5Google API](https://crawlora.net/platforms/ninetofivegoogle): Use Crawlora's 9to5Google API to collect 9to5Google's reporting on Google's ecosystem. 63 feed records observed 2026-10-14.
- [Benzinga API](https://crawlora.net/platforms/benzinga): Benzinga lists no self-serve API pricing — access is licensing-team-only. Get its breaking news, section headlines, and articles as structured JSON.
- [MakeUseOf API](https://crawlora.net/platforms/makeuseof): Get MakeUseOf's section directory, section headlines, full article content, and author profiles as structured JSON for consumer tech news monitoring.
- [Vrbo API](https://crawlora.net/platforms/vrbo): Search Vrbo by destination and dates, read its editorial travel pages, and get single-property detail as structured JSON for vacation-rental research.
- [AliExpress API](https://crawlora.net/platforms/aliexpress): Use an AliExpress API to search public keyword product results and get a product's reviews and rating statistics as structured JSON.
- [GoodRx API](https://crawlora.net/platforms/goodrx): Compare GoodRx medication prices and prescription options, then collect drug, condition, guide, answer, and Health article data as structured JSON.
- [RetailMeNot API](https://crawlora.net/platforms/retailmenot): RetailMeNot has no public developer API — collect its store offers, categories, deal events, and cash-back listings as structured JSON instead.
- [Healthgrades API](https://crawlora.net/platforms/healthgrades): Search Healthgrades physicians and facilities, fetch profiles, browse Health A-Z content, and collect hospital award lists as structured JSON.
- [Greystar API](https://crawlora.net/platforms/greystar): Collect Greystar community search, floor plans, available units, published fees, local guides, renter articles, and newsroom data as JSON.

## Docs groups
- [1stDibs API docs](https://crawlora.net/docs/1stdibs)
- [7NEWS Australia API docs](https://crawlora.net/docs/7news-australia)
- [7NOW API docs](https://crawlora.net/docs/7now)
- [9to5Google API docs](https://crawlora.net/docs/9to5-google)
- [9to5Mac API docs](https://crawlora.net/docs/9to5mac)
- [ABC News API docs](https://crawlora.net/docs/abc-news)
- [ABC News Australia API docs](https://crawlora.net/docs/abc-news-australia)
- [Accor API docs](https://crawlora.net/docs/accor)
- [Adidas API docs](https://crawlora.net/docs/adidas)
- [Agoda API docs](https://crawlora.net/docs/agoda)
- [Airbnb API docs](https://crawlora.net/docs/airbnb)
- [Al Jazeera API docs](https://crawlora.net/docs/al-jazeera)
- [AL.com API docs](https://crawlora.net/docs/alcom)
- [AliExpress API docs](https://crawlora.net/docs/ali-express)
- [Allbirds API docs](https://crawlora.net/docs/allbirds)
- [Alt API docs](https://crawlora.net/docs/alt)
- [Amazon API docs](https://crawlora.net/docs/amazon)
- [Amazon Jobs API docs](https://crawlora.net/docs/amazon-jobs)
- [Android Authority API docs](https://crawlora.net/docs/android-authority)
- [Android Police API docs](https://crawlora.net/docs/android-police)
- [Anime API docs](https://crawlora.net/docs/anime)
- [AP News API docs](https://crawlora.net/docs/ap-news)
- [Apple Jobs API docs](https://crawlora.net/docs/apple-jobs)
- [Apple Maps API docs](https://crawlora.net/docs/apple-maps)
- [AppleBooks API docs](https://crawlora.net/docs/apple-books)
- [ApplePodcasts API docs](https://crawlora.net/docs/apple-podcasts)
- [AppStore API docs](https://crawlora.net/docs/app-store)
- [Arbys API docs](https://crawlora.net/docs/arbys)
- [Ars Technica API docs](https://crawlora.net/docs/ars-technica)
- [Audible API docs](https://crawlora.net/docs/audible)
- [Autotrader API docs](https://crawlora.net/docs/autotrader)
- [Axios API docs](https://crawlora.net/docs/axios)
- [Baidu API docs](https://crawlora.net/docs/baidu)
- [Balenciaga API docs](https://crawlora.net/docs/balenciaga)
- [Barrons API docs](https://crawlora.net/docs/barrons)
- [BBB API docs](https://crawlora.net/docs/bbb)
- [BBC API docs](https://crawlora.net/docs/bbc)
- [Benzinga API docs](https://crawlora.net/docs/benzinga)
- [Best Buy API docs](https://crawlora.net/docs/best-buy)
- [BigCommerce API docs](https://crawlora.net/docs/big-commerce)
- [Bilibili API docs](https://crawlora.net/docs/bilibili)
- [Billboard API docs](https://crawlora.net/docs/billboard)
- [Bing API docs](https://crawlora.net/docs/bing)
- [Birmingham Mail API docs](https://crawlora.net/docs/birmingham-mail)
- [Bleacher Report API docs](https://crawlora.net/docs/bleacher-report)
- [Bloomberg API docs](https://crawlora.net/docs/bloomberg)
- [Bluesky API docs](https://crawlora.net/docs/bluesky)
- [Bonhams API docs](https://crawlora.net/docs/bonhams)
- [Booking API docs](https://crawlora.net/docs/booking)
- [Boots API docs](https://crawlora.net/docs/boots)
- [Boston Globe API docs](https://crawlora.net/docs/boston-globe)
- [Box Office Mojo API docs](https://crawlora.net/docs/box-office-mojo)
- [Brand API docs](https://crawlora.net/docs/brand)
- [Brave API docs](https://crawlora.net/docs/brave)
- [Breitbart API docs](https://crawlora.net/docs/breitbart)
- [Brisbane Times API docs](https://crawlora.net/docs/brisbane-times)
- [Brooklinen API docs](https://crawlora.net/docs/brooklinen)
- [Burberry API docs](https://crawlora.net/docs/burberry)
- [Burger King API docs](https://crawlora.net/docs/burger-king)
- [Business Insider API docs](https://crawlora.net/docs/business-insider)
- [Business Standard API docs](https://crawlora.net/docs/business-standard)
- [Capterra API docs](https://crawlora.net/docs/capterra)
- [CarMax API docs](https://crawlora.net/docs/carmax)
- [Cars.com API docs](https://crawlora.net/docs/carsdotcom)
- [CBC News API docs](https://crawlora.net/docs/cbc-news)
- [CBR API docs](https://crawlora.net/docs/cbr)
- [CBS News API docs](https://crawlora.net/docs/cbs-news)
- [CBS Sports API docs](https://crawlora.net/docs/cbs-sports)
- [Chewy API docs](https://crawlora.net/docs/chewy)
- [Chicago Tribune API docs](https://crawlora.net/docs/chicago-tribune)
- [Chick-fil-A API docs](https://crawlora.net/docs/chick-fil-a)
- [Chipotle API docs](https://crawlora.net/docs/chipotle)
- [ChromeWebStore API docs](https://crawlora.net/docs/chrome-web-store)
- [Chrono24 API docs](https://crawlora.net/docs/chrono24)
- [Cleveland.com API docs](https://crawlora.net/docs/cleveland-com)
- [CNA API docs](https://crawlora.net/docs/cna)
- [CNBC API docs](https://crawlora.net/docs/cnbc)
- [CNET API docs](https://crawlora.net/docs/cnet)
- [CNN API docs](https://crawlora.net/docs/cnn)
- [CoinGecko API docs](https://crawlora.net/docs/coingecko)
- [Cole Haan API docs](https://crawlora.net/docs/cole-haan)
- [Collider API docs](https://crawlora.net/docs/collider)
- [COMC API docs](https://crawlora.net/docs/comc)
- [Congress API docs](https://crawlora.net/docs/congress)
- [Costco API docs](https://crawlora.net/docs/costco)
- [CourtListener API docs](https://crawlora.net/docs/courtlistener)
- [Cricinfo API docs](https://crawlora.net/docs/cricinfo)
- [CTV News API docs](https://crawlora.net/docs/ctv-news)
- [Culvers API docs](https://crawlora.net/docs/culvers)
- [CVS API docs](https://crawlora.net/docs/cvs)
- [Daily Express API docs](https://crawlora.net/docs/daily-express)
- [Daily Kos API docs](https://crawlora.net/docs/daily-kos)
- [Daily Mail API docs](https://crawlora.net/docs/daily-mail)
- [Daily Maverick API docs](https://crawlora.net/docs/daily-maverick)
- [Daily Record API docs](https://crawlora.net/docs/daily-record)
- [Daily Star UK API docs](https://crawlora.net/docs/daily-star-uk)
- [DailyWire API docs](https://crawlora.net/docs/dailywire)
- [Datasets API docs](https://crawlora.net/docs/datasets)
- [Dawn API docs](https://crawlora.net/docs/dawn)
- [Deadline API docs](https://crawlora.net/docs/deadline)
- [Deliveroo API docs](https://crawlora.net/docs/deliveroo)
- [Depop API docs](https://crawlora.net/docs/depop)
- [Discogs API docs](https://crawlora.net/docs/discogs)
- [Dominos API docs](https://crawlora.net/docs/dominos)
- [DoorDash API docs](https://crawlora.net/docs/doordash)
- [DraftKings Sportsbook API docs](https://crawlora.net/docs/draft-kings-sportsbook)
- [DuckDuckGo Search API docs](https://crawlora.net/docs/duckduckgo-search)
- [Dunkin API docs](https://crawlora.net/docs/dunkin)
- [DW API docs](https://crawlora.net/docs/dw)
- [E! News API docs](https://crawlora.net/docs/e-news)
- [eBay API docs](https://crawlora.net/docs/ebay)
- [Economic Times API docs](https://crawlora.net/docs/economic-times)
- [Engadget API docs](https://crawlora.net/docs/engadget)
- [Entertainment Weekly API docs](https://crawlora.net/docs/entertainment-weekly)
- [ESPN API docs](https://crawlora.net/docs/espn)
- [Etsy API docs](https://crawlora.net/docs/etsy)
- [Euronews API docs](https://crawlora.net/docs/euronews)
- [Evening Standard API docs](https://crawlora.net/docs/evening-standard)
- [Everlane API docs](https://crawlora.net/docs/everlane)
- [Expedia API docs](https://crawlora.net/docs/expedia)
- [Facebook API docs](https://crawlora.net/docs/facebook)
- [Fanatics API docs](https://crawlora.net/docs/fanatics)
- [Fanatics Collect API docs](https://crawlora.net/docs/fanatics-collect)
- [Fanatics Live API docs](https://crawlora.net/docs/fanatics-live)
- [Farfetch API docs](https://crawlora.net/docs/farfetch)
- [Fashion Nova API docs](https://crawlora.net/docs/fashion-nova)
- [Fashionphile API docs](https://crawlora.net/docs/fashionphile)
- [Fast Company API docs](https://crawlora.net/docs/fast-company)
- [FiveGuys API docs](https://crawlora.net/docs/five-guys)
- [Fiverr API docs](https://crawlora.net/docs/fiverr)
- [Flashscore API docs](https://crawlora.net/docs/flashscore)
- [Foodpanda API docs](https://crawlora.net/docs/foodpanda)
- [Forbes API docs](https://crawlora.net/docs/forbes)
- [ForeignAffairs API docs](https://crawlora.net/docs/foreign-affairs)
- [ForeignPolicy API docs](https://crawlora.net/docs/foreign-policy)
- [Fortune API docs](https://crawlora.net/docs/fortune)
- [FotMob API docs](https://crawlora.net/docs/fotmob)
- [Fox News API docs](https://crawlora.net/docs/fox-news)
- [FOX Sports API docs](https://crawlora.net/docs/fox-sports)
- [France 24 API docs](https://crawlora.net/docs/france-24)
- [Free Malaysia Today API docs](https://crawlora.net/docs/free-malaysia-today)
- [FT API docs](https://crawlora.net/docs/ft)
- [Game Rant API docs](https://crawlora.net/docs/game-rant)
- [GamesRadar+ API docs](https://crawlora.net/docs/gamesradar)
- [GB News API docs](https://crawlora.net/docs/gb-news)
- [GDELT API docs](https://crawlora.net/docs/gdelt)
- [Geocoding API docs](https://crawlora.net/docs/geocoding)
- [GhanaWeb API docs](https://crawlora.net/docs/ghana-web)
- [GitHub API docs](https://crawlora.net/docs/github)
- [Gizmodo API docs](https://crawlora.net/docs/gizmodo)
- [Global News API docs](https://crawlora.net/docs/global-news)
- [GlobeAndMail API docs](https://crawlora.net/docs/globe-and-mail)
- [GMA News API docs](https://crawlora.net/docs/gma-news)
- [GOAT API docs](https://crawlora.net/docs/goat)
- [Goldin API docs](https://crawlora.net/docs/goldin)
- [Goodreads API docs](https://crawlora.net/docs/goodreads)
- [GoodRx API docs](https://crawlora.net/docs/good-rx)
- [Google API docs](https://crawlora.net/docs/google)
- [Google Finance API docs](https://crawlora.net/docs/google-finance)
- [Google Jobs API docs](https://crawlora.net/docs/google-jobs)
- [Google Map API docs](https://crawlora.net/docs/google-map)
- [Google Patents API docs](https://crawlora.net/docs/google-patents)
- [Google Trends API docs](https://crawlora.net/docs/google-trends)
- [GooglePlay API docs](https://crawlora.net/docs/google-play)
- [GQ API docs](https://crawlora.net/docs/gq)
- [Grailed API docs](https://crawlora.net/docs/grailed)
- [Greystar API docs](https://crawlora.net/docs/greystar)
- [Grubhub API docs](https://crawlora.net/docs/grubhub)
- [Guardian API docs](https://crawlora.net/docs/guardian)
- [Gucci API docs](https://crawlora.net/docs/gucci)
- [Gulf News API docs](https://crawlora.net/docs/gulf-news)
- [Gymshark API docs](https://crawlora.net/docs/gymshark)
- [H&M API docs](https://crawlora.net/docs/hm)
- [Harvard Business Review API docs](https://crawlora.net/docs/harvard-business-review)
- [Healthgrades API docs](https://crawlora.net/docs/healthgrades)
- [Hermes API docs](https://crawlora.net/docs/hermes)
- [Hindustan Times API docs](https://crawlora.net/docs/hindustan-times)
- [Hollywood Reporter API docs](https://crawlora.net/docs/hollywood-reporter)
- [Home Depot API docs](https://crawlora.net/docs/home-depot)
- [Hotels.com API docs](https://crawlora.net/docs/hotels-com)
- [Houston Chronicle API docs](https://crawlora.net/docs/houston-chronicle)
- [How-To Geek API docs](https://crawlora.net/docs/how-to-geek)
- [HuffPost API docs](https://crawlora.net/docs/huff-post)
- [i API docs](https://crawlora.net/docs/i)
- [IGN API docs](https://crawlora.net/docs/ign)
- [IKEA API docs](https://crawlora.net/docs/ikea)
- [IMDb API docs](https://crawlora.net/docs/imdb)
- [ImportYeti API docs](https://crawlora.net/docs/importyeti)
- [Indeed API docs](https://crawlora.net/docs/indeed)
- [India Today API docs](https://crawlora.net/docs/india-today)
- [IndieWire API docs](https://crawlora.net/docs/indiewire)
- [Instacart API docs](https://crawlora.net/docs/instacart)
- [Instagram API docs](https://crawlora.net/docs/instagram)
- [Investopedia API docs](https://crawlora.net/docs/investopedia)
- [IOL API docs](https://crawlora.net/docs/iol)
- [Irish Independent API docs](https://crawlora.net/docs/irish-independent)
- [Irish Times API docs](https://crawlora.net/docs/irish-times)
- [J.Crew API docs](https://crawlora.net/docs/jcrew)
- [Jerusalem Post API docs](https://crawlora.net/docs/jerusalem-post)
- [JimmyJohns API docs](https://crawlora.net/docs/jimmy-johns)
- [Jobs API docs](https://crawlora.net/docs/jobs)
- [Just Eat API docs](https://crawlora.net/docs/just-eat)
- [JustWatch API docs](https://crawlora.net/docs/just-watch)
- [Kalshi API docs](https://crawlora.net/docs/kalshi)
- [KFC API docs](https://crawlora.net/docs/kfc)
- [Khaleej Times API docs](https://crawlora.net/docs/khaleej-times)
- [Kickstarter API docs](https://crawlora.net/docs/kickstarter)
- [Kohl's API docs](https://crawlora.net/docs/kohls)
- [Kotaku API docs](https://crawlora.net/docs/kotaku)
- [Kroger API docs](https://crawlora.net/docs/kroger)
- [Kylie Cosmetics API docs](https://crawlora.net/docs/kylie-cosmetics)
- [Lazada API docs](https://crawlora.net/docs/lazada)
- [Leboncoin API docs](https://crawlora.net/docs/leboncoin)
- [Letterboxd API docs](https://crawlora.net/docs/letterboxd)
- [LinkedIn API docs](https://crawlora.net/docs/linkedin)
- [Live Science API docs](https://crawlora.net/docs/live-science)
- [Liverpool Echo API docs](https://crawlora.net/docs/liverpool-echo)
- [LiveScore API docs](https://crawlora.net/docs/livescore)
- [Los Angeles Times API docs](https://crawlora.net/docs/los-angeles-times)
- [Lululemon API docs](https://crawlora.net/docs/lululemon)
- [MacRumors API docs](https://crawlora.net/docs/macrumors)
- [Macy's API docs](https://crawlora.net/docs/macys)
- [MakeUseOf API docs](https://crawlora.net/docs/makeuseof)
- [Malay Mail API docs](https://crawlora.net/docs/malay-mail)
- [Manchester Evening News API docs](https://crawlora.net/docs/manchester-evening-news)
- [Manga API docs](https://crawlora.net/docs/manga)
- [MarketWatch API docs](https://crawlora.net/docs/marketwatch)
- [Mashable API docs](https://crawlora.net/docs/mashable)
- [McDonalds API docs](https://crawlora.net/docs/mcdonalds)
- [Mediaite API docs](https://crawlora.net/docs/mediaite)
- [Medical News Today API docs](https://crawlora.net/docs/medical-news-today)
- [Mercari API docs](https://crawlora.net/docs/mercari)
- [Meta Jobs API docs](https://crawlora.net/docs/meta-jobs)
- [Metacritic API docs](https://crawlora.net/docs/metacritic)
- [Metaculus API docs](https://crawlora.net/docs/metaculus)
- [Metro API docs](https://crawlora.net/docs/metro)
- [Microsoft Store API docs](https://crawlora.net/docs/microsoft-store)
- [Minnesota Star Tribune API docs](https://crawlora.net/docs/minnesota-star-tribune)
- [Mint API docs](https://crawlora.net/docs/mint)
- [Mirror API docs](https://crawlora.net/docs/mirror)
- [MIT Sloan Management Review API docs](https://crawlora.net/docs/mit-sloan-management-review)
- [MLB API docs](https://crawlora.net/docs/mlb)
- [MLive API docs](https://crawlora.net/docs/mlive)
- [Moda Operandi API docs](https://crawlora.net/docs/moda-operandi)
- [Moncler API docs](https://crawlora.net/docs/moncler)
- [Moneycontrol API docs](https://crawlora.net/docs/moneycontrol)
- [Monitors API docs](https://crawlora.net/docs/monitors)
- [Nation Africa API docs](https://crawlora.net/docs/nation-africa)
- [National Post API docs](https://crawlora.net/docs/national-post)
- [NBC News API docs](https://crawlora.net/docs/nbc-news)
- [NDTV API docs](https://crawlora.net/docs/ndtv)
- [New York Daily News API docs](https://crawlora.net/docs/new-york-daily-news)
- [New York Magazine API docs](https://crawlora.net/docs/new-york-magazine)
- [New York Post API docs](https://crawlora.net/docs/new-york-post)
- [New York Times API docs](https://crawlora.net/docs/new-york-times)
- [News.com.au API docs](https://crawlora.net/docs/news-com-au)
- [News18 API docs](https://crawlora.net/docs/news18)
- [News24 API docs](https://crawlora.net/docs/news24)
- [Newsmax API docs](https://crawlora.net/docs/newsmax)
- [Newsweek API docs](https://crawlora.net/docs/newsweek)
- [Nike API docs](https://crawlora.net/docs/nike)
- [NJ.com API docs](https://crawlora.net/docs/nj-com)
- [NPR API docs](https://crawlora.net/docs/npr)
- [Numbeo API docs](https://crawlora.net/docs/numbeo)
- [NZ Herald API docs](https://crawlora.net/docs/nz-herald)
- [Oh Polly API docs](https://crawlora.net/docs/oh-polly)
- [Old Navy API docs](https://crawlora.net/docs/old-navy)
- [OpenSea API docs](https://crawlora.net/docs/opensea)
- [OpenTable API docs](https://crawlora.net/docs/opentable)
- [Otto API docs](https://crawlora.net/docs/otto)
- [Page Six API docs](https://crawlora.net/docs/page-six)
- [Pandamart API docs](https://crawlora.net/docs/pandamart)
- [Panera API docs](https://crawlora.net/docs/panera)
- [Papa John's API docs](https://crawlora.net/docs/papa-johns)
- [Patreon API docs](https://crawlora.net/docs/patreon)
- [PC Gamer API docs](https://crawlora.net/docs/pc-gamer)
- [PCMag API docs](https://crawlora.net/docs/pcmag)
- [PEOPLE API docs](https://crawlora.net/docs/people)
- [Philadelphia Inquirer API docs](https://crawlora.net/docs/philadelphia-inquirer)
- [Philippine Daily Inquirer API docs](https://crawlora.net/docs/philippine-daily-inquirer)
- [Philstar API docs](https://crawlora.net/docs/philstar)
- [PhoneArena API docs](https://crawlora.net/docs/phonearena)
- [Phys.org API docs](https://crawlora.net/docs/phys-org)
- [Pinterest API docs](https://crawlora.net/docs/pinterest)
- [PitchBook API docs](https://crawlora.net/docs/pitchbook)
- [Pizza Hut API docs](https://crawlora.net/docs/pizza-hut)
- [PlayStation API docs](https://crawlora.net/docs/playstation)
- [Politico API docs](https://crawlora.net/docs/politico)
- [Polygon API docs](https://crawlora.net/docs/polygon)
- [Polymarket API docs](https://crawlora.net/docs/polymarket)
- [Popeyes API docs](https://crawlora.net/docs/popeyes)
- [Popular Mechanics API docs](https://crawlora.net/docs/popular-mechanics)
- [Poshmark API docs](https://crawlora.net/docs/poshmark)
- [Prada API docs](https://crawlora.net/docs/prada)
- [Pristine Auction API docs](https://crawlora.net/docs/pristine-auction)
- [PristineMarketplace API docs](https://crawlora.net/docs/pristine-marketplace)
- [ProductHunt API docs](https://crawlora.net/docs/product-hunt)
- [ProPublica API docs](https://crawlora.net/docs/pro-publica)
- [PSA API docs](https://crawlora.net/docs/psa)
- [PSAStore API docs](https://crawlora.net/docs/psastore)
- [Punch API docs](https://crawlora.net/docs/punch)
- [Quince API docs](https://crawlora.net/docs/quince)
- [Qwant API docs](https://crawlora.net/docs/qwant)
- [Raising Cane's API docs](https://crawlora.net/docs/raising-canes)
- [Rappler API docs](https://crawlora.net/docs/rappler)
- [Raw Story API docs](https://crawlora.net/docs/raw-story)
- [Rebag API docs](https://crawlora.net/docs/rebag)
- [Reddit API docs](https://crawlora.net/docs/reddit)
- [Redfin API docs](https://crawlora.net/docs/redfin)
- [Research API docs](https://crawlora.net/docs/research)
- [Research Jobs API docs](https://crawlora.net/docs/research-jobs)
- [Resy API docs](https://crawlora.net/docs/resy)
- [RetailMeNot API docs](https://crawlora.net/docs/retail-me-not)
- [Retrieval API docs](https://crawlora.net/docs/retrieval)
- [Reuters API docs](https://crawlora.net/docs/reuters)
- [Reverb API docs](https://crawlora.net/docs/reverb)
- [Rightmove API docs](https://crawlora.net/docs/rightmove)
- [RNZ API docs](https://crawlora.net/docs/rnz)
- [Roblox API docs](https://crawlora.net/docs/roblox)
- [Rolling Stone API docs](https://crawlora.net/docs/rolling-stone)
- [Rothy's API docs](https://crawlora.net/docs/rothys)
- [Rotten Tomatoes API docs](https://crawlora.net/docs/rotten-tomatoes)
- [Rover API docs](https://crawlora.net/docs/rover)
- [RTÉ News API docs](https://crawlora.net/docs/rte-news)
- [Salon API docs](https://crawlora.net/docs/salon)
- [Sam's Club API docs](https://crawlora.net/docs/samsclub)
- [SBS News API docs](https://crawlora.net/docs/sbs-news)
- [ScienceAlert API docs](https://crawlora.net/docs/science-alert)
- [SCMP API docs](https://crawlora.net/docs/scmp)
- [ScreenRant API docs](https://crawlora.net/docs/screen-rant)
- [SeatGeek API docs](https://crawlora.net/docs/seat-geek)
- [Seattle Times API docs](https://crawlora.net/docs/seattle-times)
- [SEC EDGAR API docs](https://crawlora.net/docs/sec-edgar)
- [Sephora API docs](https://crawlora.net/docs/sephora)
- [SFGate API docs](https://crawlora.net/docs/sfgate)
- [Shake Shack API docs](https://crawlora.net/docs/shake-shack)
- [SHEIN API docs](https://crawlora.net/docs/shein)
- [Shop.app API docs](https://crawlora.net/docs/shop-app)
- [Shopify API docs](https://crawlora.net/docs/shopify)
- [SimilarWeb API docs](https://crawlora.net/docs/similar-web)
- [SKIMS API docs](https://crawlora.net/docs/skims)
- [Sky News API docs](https://crawlora.net/docs/sky-news)
- [Sky Sports API docs](https://crawlora.net/docs/sky-sports)
- [Slate API docs](https://crawlora.net/docs/slate)
- [Slickdeals API docs](https://crawlora.net/docs/slickdeals)
- [SofaScore API docs](https://crawlora.net/docs/sofascore)
- [Sonic API docs](https://crawlora.net/docs/sonic)
- [SoundCloud API docs](https://crawlora.net/docs/soundcloud)
- [Space API docs](https://crawlora.net/docs/space)
- [SparkFun API docs](https://crawlora.net/docs/sparkfun)
- [Sporting News API docs](https://crawlora.net/docs/sporting-news)
- [Sportskeeda API docs](https://crawlora.net/docs/sportskeeda)
- [Spotify API docs](https://crawlora.net/docs/spotify)
- [SpotifyPodcasts API docs](https://crawlora.net/docs/spotify-podcasts)
- [Starbucks API docs](https://crawlora.net/docs/starbucks)
- [Startpage API docs](https://crawlora.net/docs/startpage)
- [Steam API docs](https://crawlora.net/docs/steam)
- [Steve Madden API docs](https://crawlora.net/docs/steve-madden)
- [StockX API docs](https://crawlora.net/docs/stockx)
- [Strava API docs](https://crawlora.net/docs/strava)
- [StreetEasy API docs](https://crawlora.net/docs/street-easy)
- [StubHub API docs](https://crawlora.net/docs/stub-hub)
- [Stuff API docs](https://crawlora.net/docs/stuff)
- [Substack API docs](https://crawlora.net/docs/substack)
- [Subway API docs](https://crawlora.net/docs/subway)
- [Swiggy API docs](https://crawlora.net/docs/swiggy)
- [TacoBell API docs](https://crawlora.net/docs/taco-bell)
- [Target API docs](https://crawlora.net/docs/target)
- [TechCrunch API docs](https://crawlora.net/docs/tech-crunch)
- [TechRadar API docs](https://crawlora.net/docs/tech-radar)
- [Tes API docs](https://crawlora.net/docs/tes)
- [Tesla Jobs API docs](https://crawlora.net/docs/tesla-jobs)
- [The Age API docs](https://crawlora.net/docs/the-age)
- [The Atlantic API docs](https://crawlora.net/docs/the-atlantic)
- [The Body Shop API docs](https://crawlora.net/docs/the-body-shop)
- [The Daily Beast API docs](https://crawlora.net/docs/the-daily-beast)
- [The Daily Caller API docs](https://crawlora.net/docs/the-daily-caller)
- [The Denver Post API docs](https://crawlora.net/docs/the-denver-post)
- [The Express Tribune API docs](https://crawlora.net/docs/the-express-tribune)
- [The Hill API docs](https://crawlora.net/docs/the-hill)
- [The Hindu API docs](https://crawlora.net/docs/the-hindu)
- [The Independent API docs](https://crawlora.net/docs/the-independent)
- [The Indian Express API docs](https://crawlora.net/docs/the-indian-express)
- [The Japan Times API docs](https://crawlora.net/docs/the-japan-times)
- [The Motley Fool API docs](https://crawlora.net/docs/the-motley-fool)
- [The National API docs](https://crawlora.net/docs/the-national)
- [The New Yorker API docs](https://crawlora.net/docs/the-new-yorker)
- [The Next Web API docs](https://crawlora.net/docs/the-next-web)
- [The RealReal API docs](https://crawlora.net/docs/therealreal)
- [The Star Malaysia API docs](https://crawlora.net/docs/the-star-malaysia)
- [The Straits Times API docs](https://crawlora.net/docs/the-straits-times)
- [The Sun API docs](https://crawlora.net/docs/the-sun)
- [The Sydney Morning Herald API docs](https://crawlora.net/docs/the-sydney-morning-herald)
- [The Telegraph API docs](https://crawlora.net/docs/the-telegraph)
- [The Verge API docs](https://crawlora.net/docs/the-verge)
- [TheBlaze API docs](https://crawlora.net/docs/the-blaze)
- [TheJournal.ie API docs](https://crawlora.net/docs/thejournal-ie)
- [This Is Money API docs](https://crawlora.net/docs/this-is-money)
- [Threads API docs](https://crawlora.net/docs/threads)
- [Ticketmaster API docs](https://crawlora.net/docs/ticketmaster)
- [TicketWeb API docs](https://crawlora.net/docs/ticket-web)
- [Tiffany & Co. API docs](https://crawlora.net/docs/tiffany)
- [TikTok API docs](https://crawlora.net/docs/tiktok)
- [TIME API docs](https://crawlora.net/docs/time)
- [Times of India API docs](https://crawlora.net/docs/times-of-india)
- [Times of Israel API docs](https://crawlora.net/docs/times-of-israel)
- [TimesLIVE API docs](https://crawlora.net/docs/times-live)
- [TMDB API docs](https://crawlora.net/docs/tmdb)
- [TMZ API docs](https://crawlora.net/docs/tmz)
- [Tokopedia API docs](https://crawlora.net/docs/tokopedia)
- [Tom's Guide API docs](https://crawlora.net/docs/toms-guide)
- [Tom's Hardware API docs](https://crawlora.net/docs/toms-hardware)
- [Toronto Star API docs](https://crawlora.net/docs/toronto-star)
- [Townhall API docs](https://crawlora.net/docs/townhall)
- [Trip.com API docs](https://crawlora.net/docs/tripcom)
- [TripAdvisor API docs](https://crawlora.net/docs/tripadvisor)
- [TrustMRR API docs](https://crawlora.net/docs/trustmrr)
- [Trustpilot API docs](https://crawlora.net/docs/trustpilot)
- [Twitch API docs](https://crawlora.net/docs/twitch)
- [UberEats API docs](https://crawlora.net/docs/ubereats)
- [Ulta Beauty API docs](https://crawlora.net/docs/ulta-beauty)
- [Upwork API docs](https://crawlora.net/docs/upwork)
- [Us Weekly API docs](https://crawlora.net/docs/us-weekly)
- [USA Today API docs](https://crawlora.net/docs/usa-today)
- [USPTO Patent Public Search API docs](https://crawlora.net/docs/uspto-patent-public-search)
- [Vanguard API docs](https://crawlora.net/docs/vanguard)
- [Vanity Fair API docs](https://crawlora.net/docs/vanity-fair)
- [Variety API docs](https://crawlora.net/docs/variety)
- [Vestiaire API docs](https://crawlora.net/docs/vestiaire)
- [VICE API docs](https://crawlora.net/docs/vice)
- [Vinted API docs](https://crawlora.net/docs/vinted)
- [Vox API docs](https://crawlora.net/docs/vox)
- [Vrbo API docs](https://crawlora.net/docs/vrbo)
- [WalesOnline API docs](https://crawlora.net/docs/wales-online)
- [Walgreens API docs](https://crawlora.net/docs/walgreens)
- [Wall Street Journal API docs](https://crawlora.net/docs/wall-street-journal)
- [Walmart API docs](https://crawlora.net/docs/walmart)
- [Washington Post API docs](https://crawlora.net/docs/washington-post)
- [Wayfair API docs](https://crawlora.net/docs/wayfair)
- [Wccftech API docs](https://crawlora.net/docs/wccftech)
- [Wendys API docs](https://crawlora.net/docs/wendys)
- [Whataburger API docs](https://crawlora.net/docs/whataburger)
- [Whatnot API docs](https://crawlora.net/docs/whatnot)
- [Wingstop API docs](https://crawlora.net/docs/wingstop)
- [WIRED API docs](https://crawlora.net/docs/wired)
- [Wish API docs](https://crawlora.net/docs/wish)
- [Wolt API docs](https://crawlora.net/docs/wolt)
- [X API docs](https://crawlora.net/docs/x)
- [Xbox API docs](https://crawlora.net/docs/xbox)
- [XDA API docs](https://crawlora.net/docs/xda)
- [Yahoo Autos API docs](https://crawlora.net/docs/yahoo-autos)
- [Yahoo Entertainment API docs](https://crawlora.net/docs/yahoo-entertainment)
- [Yahoo Finance API docs](https://crawlora.net/docs/yahoo-finance)
- [Yahoo Health API docs](https://crawlora.net/docs/yahoo-health)
- [Yahoo Life API docs](https://crawlora.net/docs/yahoo-life)
- [Yahoo News API docs](https://crawlora.net/docs/yahoo-news)
- [Yahoo Search API docs](https://crawlora.net/docs/yahoo-search)
- [Yahoo Shopping API docs](https://crawlora.net/docs/yahoo-shopping)
- [Yahoo Sports API docs](https://crawlora.net/docs/yahoo-sports)
- [Yahoo Tech API docs](https://crawlora.net/docs/yahoo-tech)
- [Yandex API docs](https://crawlora.net/docs/yandex)
- [Yardbarker API docs](https://crawlora.net/docs/yardbarker)
- [Yelp API docs](https://crawlora.net/docs/yelp)
- [YOOX API docs](https://crawlora.net/docs/yoox)
- [YouTube API docs](https://crawlora.net/docs/youtube)
- [Zalando API docs](https://crawlora.net/docs/zalando)
- [Zappos API docs](https://crawlora.net/docs/zappos)
- [Zara API docs](https://crawlora.net/docs/zara)
- [Zaxbys API docs](https://crawlora.net/docs/zaxbys)
- [ZDNet API docs](https://crawlora.net/docs/zdnet)
- [Zillow API docs](https://crawlora.net/docs/zillow)
- [Zomato API docs](https://crawlora.net/docs/zomato)

## Use cases
- [SERP Monitoring](https://crawlora.net/use-cases/serp-monitoring): Build SERP tracker and SERP tracking API workflows — rank trackers, rank checkers, white-label SERP dashboards, and competitor visibility alerts — on normalize…
- [White-label SERP Tracking API](https://crawlora.net/use-cases/white-label-serp-tracking-api): Crawlora returns unbranded search results as JSON; your agency or SaaS product puts its own name, dashboards, and client logins on top.
- [SERP Rank Checker API](https://crawlora.net/use-cases/serp-rank-checker-api): Check where a domain ranks for a keyword on Bing, Brave, DuckDuckGo, and Yahoo. Each call returns numbered organic results as JSON, so your code only has to fi…
- [Google Maps Lead Generation](https://crawlora.net/use-cases/google-maps-leads): Discover local businesses on Google Maps, then enrich each site with public business emails, phones, and social profiles to turn listings into reachable, compl…
- [Lead Generation](https://crawlora.net/use-cases/lead-generation): Build local-business and B2B lead lists from public Google Maps, LinkedIn, and SimilarWeb data — Crawlora is the structured-JSON data layer you collect and enr…
- [Reddit Social Listening](https://crawlora.net/use-cases/reddit-social-listening): Track public Reddit posts, comments, and subreddit discussions as normalized JSON for social listening, brand and product monitoring, and community trend resea…
- [Brand Monitoring](https://crawlora.net/use-cases/brand-monitoring): Track mentions, reviews, ratings, and discussions about your brand across Trustpilot, Reddit, app stores, and TikTok — normalized JSON for sentiment and reputa…
- [Web Data for RAG](https://crawlora.net/use-cases/web-data-for-rag): Turn public web sources — search results, YouTube transcripts, Reddit discussions, and more — into normalized JSON your RAG pipeline can chunk, embed, and cite…
- [Travel and Hospitality Research](https://crawlora.net/use-cases/travel-hospitality-research): Collect structured Airbnb and TripAdvisor data for lodging search, room enrichment, calendar hints, destination research, and hospitality review analysis.
- [Property Market Intelligence](https://crawlora.net/use-cases/property-market-intelligence): Turn Zillow public property search, autocomplete, and home detail pages into structured data for property research, market coverage, and listing intelligence w…
- [App Review Analysis](https://crawlora.net/use-cases/app-review-analysis): Turn public app reviews and ratings into product insights, competitor intelligence, ASO research, and customer feedback workflows.
- [Review and Reputation Monitoring](https://crawlora.net/use-cases/review-reputation-monitoring): Collect structured public review and rating data from Trustpilot, TripAdvisor, app stores, and Product Hunt for brand monitoring, customer insights, and compet…
- [TikTok Trend Intelligence](https://crawlora.net/use-cases/tiktok-trend-intelligence): Track creators, videos, hashtags, music, comments, and trend signals from TikTok workflows with structured JSON and managed scraping infrastructure.
- [YouTube Creator Intelligence](https://crawlora.net/use-cases/youtube-creator-intelligence): Build creator research, video intelligence, campaign monitoring, and content analysis workflows using structured YouTube public data.
- [YouTube Transcript Extraction](https://crawlora.net/use-cases/youtube-transcript-extraction): Collect YouTube transcripts and captions as structured data for AI summarization, research, knowledge extraction, and content intelligence workflows.
- [Amazon Product Monitoring](https://crawlora.net/use-cases/amazon-product-monitoring): Track product listings, pricing signals, availability, review data, and marketplace changes with structured Amazon data workflows.
- [Price & MAP Monitoring](https://crawlora.net/use-cases/price-monitoring): Track prices, availability, sellers, and MAP compliance across Amazon, eBay, Shopify, and Shop.app with normalized JSON — schedule snapshots, diff against thre…
- [E-commerce Product Intelligence](https://crawlora.net/use-cases/ecommerce-product-intelligence): Build product research, price monitoring, shop catalog tracking, review analysis, and marketplace discovery workflows from structured Shopify, Shop.app, Amazon…
- [Shopify Storefront Intelligence](https://crawlora.net/use-cases/shopify-storefront-intelligence): Build public storefront catalog monitoring, product discovery, collection tracking, page discovery, search suggestion research, and sitemap audit workflows fro…
- [Product Hunt Research](https://crawlora.net/use-cases/product-hunt-research): Track launches, makers, products, comments, reviews, upvotes, topics, and market signals from Product Hunt workflows.
- [Music Catalog / Playlist Intelligence](https://crawlora.net/use-cases/music-catalog-playlist-intelligence): Collect structured Spotify music catalog, playlist, track, artist, album, chart, and popularity data for enrichment, discovery, and audio trend workflows.
- [Podcast and Audio Intelligence](https://crawlora.net/use-cases/podcast-audio-intelligence): Research podcasts, shows, episodes, charts, playlists, tracks, artists, and public audio catalog signals without maintaining separate Spotify or Apple Podcasts…
- [Crypto Market Research](https://crawlora.net/use-cases/crypto-market-research): Collect structured public CoinGecko records for market research dashboards, token discovery workflows, category monitoring, chain analysis, and AI research ass…
- [Alternative Data for Investing](https://crawlora.net/use-cases/alternative-data): Collect finance, crypto, app-store, web-traffic, and search-interest signals as normalized JSON for investment research, alternative-data products, and quant p…
- [Finance Market Data](https://crawlora.net/use-cases/finance-market-data): Collect structured public market data from Google Finance and Yahoo Finance for research dashboards, watchlists, enrichment jobs, and market monitoring workflo…
- [AI Agent Web Data](https://crawlora.net/use-cases/ai-agent-web-data): Give AI agents cleaner inputs than raw HTML. Crawlora provides structured public web data from supported platforms so agents can search, research, summarize, c…
- [Market Research](https://crawlora.net/use-cases/market-research): Turn search results, search-interest trends, marketplace listings, and public web-traffic estimates into structured signals for market sizing, demand validatio…
- [Company Data Enrichment](https://crawlora.net/use-cases/company-data-enrichment): Enrich accounts and CRM records with structured public company profiles, product pages, web-traffic estimates, and launch signals from supported platforms.
- [Prediction Market Data](https://crawlora.net/use-cases/prediction-market-data): Collect structured public records from Polymarket, Kalshi, and Metaculus for research dashboards, forecast tracking, and AI research assistants — without treat…
- [Film and TV Data](https://crawlora.net/use-cases/film-tv-data): Collect structured public records from IMDb, Rotten Tomatoes, and Box Office Mojo for catalog enrichment, ratings and review monitoring, box-office dashboards,…
- [AI Web Scraping](https://crawlora.net/use-cases/ai-web-scraping): Skip brittle HTML parsing. Crawlora turns supported platforms into structured JSON that LLMs and AI agents can consume directly — over documented REST endpoint…
- [Real Estate Data API](https://crawlora.net/use-cases/real-estate-data-api): Collect public real estate listing and home-detail data without maintaining property scrapers. Crawlora's Zillow API returns structured JSON for property searc…
- [Web Search API for AI Agents](https://crawlora.net/use-cases/web-search-api-for-ai-agents): Give your agents a live web-search tool. Crawlora returns Bing, Brave, DuckDuckGo, and Yahoo search results and news as structured JSON over documented REST en…
- [Google Maps Reviews API](https://crawlora.net/use-cases/google-maps-reviews-api): Collect Google Maps reviews and ratings without parsing place pages. Crawlora's Google Maps place endpoint returns review text, star ratings, and review metada…
- [Amazon Reviews API](https://crawlora.net/use-cases/amazon-reviews-api): Collect Amazon product reviews and ratings without maintaining a scraper. Crawlora's Amazon product endpoint returns review text, star ratings, and rating brea…

## Comparisons
- [Crawlora vs ScraperAPI](https://crawlora.net/compare/scraperapi): Compare Crawlora's structured platform-specific APIs with ScraperAPI-style generic scraping infrastructure for proxies, browser rendering, and HTML collection.
- [Crawlora vs Bright Data](https://crawlora.net/compare/bright-data): Compare Crawlora's developer-first structured API catalog with Bright Data's broad enterprise data collection, proxy, dataset, and scraping platform.
- [Crawlora vs Apify](https://crawlora.net/compare/apify): Compare Crawlora's direct structured API endpoints with Apify's actor marketplace and cloud automation platform.
- [Crawlora vs Firecrawl](https://crawlora.net/compare/firecrawl): Compare Crawlora's agent-native web data APIs for supported platforms with Firecrawl's AI-native scrape, crawl, map, extraction, and Prometheus self-healing co…
- [Crawlora vs Scrapfly](https://crawlora.net/compare/scrapfly): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with Scrapfly's generic scraping API, anti-bot bypass, JavaScript rendering,…
- [Crawlora vs Diffbot](https://crawlora.net/compare/diffbot): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with Diffbot's machine-learning extraction, web-scale Knowledge Graph, and Na…
- [Crawlora vs Outscraper](https://crawlora.net/compare/outscraper): Compare Crawlora's developer-first API catalog and normalized JSON with Outscraper's data-extraction services and APIs, which are especially strong for Google…
- [Crawlora vs Nimble](https://crawlora.net/compare/nimble): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with Nimble's AI web-data platform — Agent, Search, Extract, Crawl, Map, and…
- [Crawlora vs Rainforest API](https://crawlora.net/compare/rainforest-api): Compare Rainforest API pricing, Amazon product data coverage, API-key access, and alternatives. Crawlora gives teams documented APIs across Amazon, e-commerce,…
- [Crawlora vs ScrapeGraphAI](https://crawlora.net/compare/scrapegraphai): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with ScrapeGraphAI's natural-language, LLM-based Scrape/Extract/Search/Crawl/…
- [Crawlora vs Scrape.do](https://crawlora.net/compare/scrape-do): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with Scrape.do's pay-per-success scraping API, credit-multiplier pricing, and…
- [Crawlora vs SOAX](https://crawlora.net/compare/soax): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with SOAX's residential and mobile proxy network, rebuilt in 2026 around Sand…
- [Crawlora vs Geonode](https://crawlora.net/compare/geonode): Compare Crawlora's documented, platform-specific APIs that return normalized JSON — plus SERP and datasets — with Geonode's budget proxy network and Firecrawl-…
- [Crawlora vs Octoparse](https://crawlora.net/compare/octoparse): Compare Crawlora's documented, developer-first APIs that return normalized JSON with Octoparse's no-code desktop and cloud scraper, 500+ preset templates, and…
- [Crawlora vs Oxylabs](https://crawlora.net/compare/oxylabs): Compare Crawlora's structured API catalog with Oxylabs' enterprise proxy, scraper API, and web unblocker infrastructure.
- [Crawlora vs ScrapingBee](https://crawlora.net/compare/scrapingbee): Compare Crawlora's platform-specific structured APIs with ScrapingBee's generic web scraping API for proxy rotation and headless browser handling.
- [Crawlora vs SerpApi](https://crawlora.net/compare/serpapi): Compare Crawlora's multi-platform structured web data APIs with SerpApi's mature search-result API focus.
- [Crawlora vs Browserless](https://crawlora.net/compare/browserless): Compare Crawlora's structured public web data APIs with Browserless hosted browser automation infrastructure.
- [Crawlora vs Serpstack](https://crawlora.net/compare/serpstack): Compare Crawlora's Bing, Brave, DuckDuckGo, and Yahoo search endpoints — plus Maps, social, and dozens of other platforms — with Serpstack's dedicated, real-ti…
- [Crawlora vs ScrapeOps](https://crawlora.net/compare/scrapeops): Compare Crawlora's documented, platform-specific APIs that return normalized JSON with ScrapeOps' router across 20+ scraping and proxy providers, plus its free…
- [Crawlora vs Building In-House](https://crawlora.net/compare/build-vs-buy): Should your team build its own scraping stack or use Crawlora's structured public web data APIs? Compare cost, maintenance, speed, reliability, and control.
- [Crawlora vs Zyte](https://crawlora.net/compare/zyte): Compare Crawlora's platform-specific public web data APIs with Zyte's enterprise scraping stack, Zyte API, and Scrapy-based tooling.
- [Crawlora vs DataForSEO](https://crawlora.net/compare/dataforseo): Compare Crawlora's multi-platform public web data APIs with DataForSEO's SEO-focused data APIs for SERP, keywords, backlinks, and on-page workflows.
- [Crawlora vs ZenRows](https://crawlora.net/compare/zenrows): Compare Crawlora's platform-specific public web data APIs with ZenRows' Fetch, Extract, Batch, and Browser Sessions primitives, all billed from one shared cred…
- [Crawlora vs Crawlbase](https://crawlora.net/compare/crawlbase): Compare Crawlora's platform-specific public web data APIs with Crawlbase's Crawling API, async Crawler, Smart AI Proxy, and Cloud Storage products on one share…
- [Crawlora vs Decodo (formerly Smartproxy)](https://crawlora.net/compare/smartproxy): Compare Crawlora's platform-specific public web data APIs with Decodo's (formerly Smartproxy) proxy network and scraping APIs.
- [Crawlora vs Tavily](https://crawlora.net/compare/tavily): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Tavily's AI search, extract…
- [Crawlora vs Exa](https://crawlora.net/compare/exa): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Exa's neural, embeddings-ba…
- [Crawlora vs Perplexity Sonar](https://crawlora.net/compare/perplexity-sonar): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Perplexity's Sonar API, whi…
- [Crawlora vs Serper](https://crawlora.net/compare/serper): Compare Crawlora's structured, multi-engine search — Bing, Brave, DuckDuckGo, and Yahoo — and multi-platform web data APIs with Serper's fast, low-cost Google-…
- [Crawlora vs Scrap.io](https://crawlora.net/compare/scrap-io): Compare Crawlora's developer-first API catalog, Maps dataset, and Contact API with Scrap.io's turnkey Google Maps, Apple Maps, and Bing Maps lead-generation ap…
- [Crawlora vs Map Lead Scraper](https://crawlora.net/compare/mapleadscraper): Compare Crawlora's developer-first API catalog and Contact API with Map Lead Scraper's Chrome/Edge extension, used by 10,000+ customers to export Google Maps b…
- [Crawlora vs B2BLeadFinder](https://crawlora.net/compare/b2bleadfinder): Compare Crawlora's developer-first Maps and Contact APIs with B2BLeadFinder's sales-enablement tool for agencies pitching businesses with no website or weak SE…
- [Crawlora vs lobstr.io](https://crawlora.net/compare/lobstr-io): Compare Crawlora's documented platform JSON APIs with lobstr.io's no-code scraper suite, Python SDK/CLI, and native MCP server for agents.
- [Crawlora vs G Maps Extractor](https://crawlora.net/compare/gmapsextractor): Compare Crawlora's multi-platform API catalog with G Maps Extractor's Google Maps scraper, sold as a cloud web app, a Chrome extension, and a Maps-only API wit…
- [Crawlora vs LeadStal](https://crawlora.net/compare/leadstal): Compare Crawlora's developer-first API catalog with LeadStal's all-in-one lead-finding, AI cold-email, and CRM platform spanning 34+ free lead sources.
- [Crawlora vs Scrapingdog](https://crawlora.net/compare/scrapingdog): Compare Crawlora's {platforms}+ platform structured API catalog with Scrapingdog's generic web-scraping unblocker plus dedicated SERP, Maps, Amazon, and Walmar…
- [Crawlora vs Steel](https://crawlora.net/compare/steel): Compare Crawlora's structured public web data APIs with Steel's open-source cloud browser infrastructure built for AI agents.
- [Crawlora vs Hyperbrowser](https://crawlora.net/compare/hyperbrowser): Compare Crawlora's structured public web data APIs with Hyperbrowser's concurrent cloud browser infrastructure and open-source HyperAgent automation framework.
- [Crawlora vs Anchor Browser](https://crawlora.net/compare/anchor-browser): Compare Crawlora's structured public web data APIs with Anchor Browser's secure, authentication-focused infrastructure for computer-use agents.
- [Crawlora vs Browserbase](https://crawlora.net/compare/browserbase): Compare Crawlora's structured public web data APIs with Browserbase's browser-as-a-service infrastructure, Search API, Fetch API, and open-source Stagehand SDK…
- [Crawlora vs Microlink](https://crawlora.net/compare/microlink): Compare Crawlora's {platforms}+ platform structured API catalog with Microlink's universal URL-to-data API for screenshots, PDFs, metadata, and markdown.
- [Crawlora vs Jina AI](https://crawlora.net/compare/jina): Compare Crawlora's {platforms}+ platform structured API catalog with Jina AI's URL-to-markdown Reader API, Search API, and RAG toolkit (Embeddings, Reranker, C…
- [Crawlora vs Kadoa](https://crawlora.net/compare/kadoa): Compare Crawlora's documented, self-serve API catalog with Kadoa's AI agent-built, self-healing extraction pipelines for finance and investment research.
- [Crawlora vs Browse AI](https://crawlora.net/compare/browse-ai): Compare Crawlora's developer-first, documented API catalog with Browse AI's no-code, point-and-click web scraper and website-change monitoring platform.
- [Crawlora vs Thunderbit](https://crawlora.net/compare/thunderbit): Compare Crawlora's documented, versioned platform JSON APIs with Thunderbit's AI-powered Chrome/Edge extension that scrapes any page — plus PDFs, images, and d…
- [Crawlora vs Parallel](https://crawlora.net/compare/parallel-ai): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Parallel's suite of agent-n…
- [Crawlora vs SearchApi.io](https://crawlora.net/compare/searchapi-io): Compare Crawlora's documented multi-platform structured APIs, including normalized Bing, Brave, DuckDuckGo, and Yahoo search, with SearchApi.io's pay-per-succe…
- [Crawlora vs You.com](https://crawlora.net/compare/you-com): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with You.com's Search, Contents,…
- [Crawlora vs Gumloop](https://crawlora.net/compare/gumloop): Compare Crawlora's documented, developer-first web data API with Gumloop's no-code canvas for building internal AI agents and automations, where web scraping i…
- [Crawlora vs Agent.ai](https://crawlora.net/compare/agent-ai): Compare Crawlora's documented, developer-first web data API with Agent.ai's marketplace of thousands of no-code AI agents — some of which do web research and d…
- [Crawlora vs AgentQL](https://crawlora.net/compare/agentql): Compare Crawlora's {platforms}+ documented, pre-built platform endpoints with AgentQL's natural-language query language for extracting structured data from any…
- [Crawlora vs Web Scraper](https://crawlora.net/compare/webscraper-io): Compare Crawlora's documented, developer-first web data API with Web Scraper's free point-and-click Chrome/Edge extension and its paid Web Scraper Cloud — a si…
- [Crawlora vs Lightpanda](https://crawlora.net/compare/lightpanda): Compare Crawlora's structured public web data APIs with Lightpanda's open-source headless browser — built from scratch in Zig, not a Chromium fork — engineered…
- [Crawlora vs Scrapeless](https://crawlora.net/compare/scrapeless): Compare Crawlora's documented, platform-specific public web data APIs with Scrapeless' expandable toolkit — Scraping Browser, Universal Scraping API unblocker,…
- [Crawlora vs Crawl4AI](https://crawlora.net/compare/crawl4ai): Compare Crawlora's hosted, documented platform JSON APIs with Crawl4AI — a free, open-source Python library you run yourself to turn arbitrary web pages into c…
- [Crawlora vs Linkup](https://crawlora.net/compare/linkup): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Linkup's Fetch, Search, and…
- [Crawlora vs HasData](https://crawlora.net/compare/hasdata): Compare Crawlora's documented, platform-specific public web data APIs with HasData's managed scraping pipeline — 40 API endpoints, 30 no-code visual scrapers,…
- [Crawlora vs Spider.cloud](https://crawlora.net/compare/spider-cloud): Compare Crawlora's documented, platform-specific public web data APIs with Spider.cloud's pay-as-you-go scrape, crawl, search, and screenshot API — plus a full…
- [Crawlora vs Olostep](https://crawlora.net/compare/olostep): Compare Crawlora's documented, platform-specific public web data APIs with Olostep's broader scrape, crawl, map, batch, search, answer, and monitor API — built…
- [Crawlora vs WebScrapingAPI](https://crawlora.net/compare/webscrapingapi): Compare Crawlora's documented, platform-specific public web data APIs with WebScrapingAPI's generic Scraper API, Google SERP and Amazon APIs, residential proxy…
- [Crawlora vs WebScraping.AI](https://crawlora.net/compare/webscraping-ai): Compare Crawlora's documented, platform-specific public web data APIs with WebScraping.AI's generic HTML/text extraction API plus AI-powered field extraction,…
- [Crawlora vs ParseHub](https://crawlora.net/compare/parsehub): Compare Crawlora's documented, developer-first APIs that return normalized JSON with ParseHub's no-code desktop app and cloud platform, where you click on the…
- [Crawlora vs Valyu](https://crawlora.net/compare/valyu-ai): Compare Crawlora's structured, multi-platform web data APIs — including normalized Bing, Brave, DuckDuckGo, and Yahoo search — with Valyu's Search, Contents, A…
- [Crawlora vs Sessemi](https://crawlora.net/compare/sessemi): Compare Crawlora's maintained catalog of structured, platform-specific APIs and datasets with Sessemi's single-endpoint scrape-and-solve API — one call that re…

## Free tools
- [Free Keyword Research Tool](https://crawlora.net/tools/free-keyword-research-tool): Generate autocomplete keyword ideas from Google, Amazon, App Store, and Google Play with the same structured endpoints developers can call in production.
- [YouTube Transcript Extractor](https://crawlora.net/tools/youtube-transcript-extractor): Free YouTube transcript generator — paste a URL or video ID for the full timestamped transcript to read, download, or feed to an LLM. No extension or login.
- [TikTok Ad Library Search & Trend Finder](https://crawlora.net/tools/tiktok-ad-finder): Search TikTok's public Ad Library, hashtags, creators, and trend signals for campaign research and creative ideation — plus an API for monitoring.
- [App Review Analyzer](https://crawlora.net/tools/app-review-analyzer): Pull public App Store and Google Play review samples, ratings, and app metadata to spot customer language and product issues.
- [Google Trends Dashboard](https://crawlora.net/tools/google-trends-dashboard): A free Google Trends API and dashboard — compare search interest, trending searches, and rising queries as exportable JSON instead of screenshots.
- [Can I Scrape This Site? Anti-Bot Checker](https://crawlora.net/tools/can-i-scrape-this-site): Paste a URL and see how hard it is to scrape — the anti-bot stack (Cloudflare, DataDome, Akamai, PerimeterX, Kasada and more), a 0–10 difficulty score, and the…
- [Free SERP Checker](https://crawlora.net/tools/serp-checker): Free multi-engine rank tracker and SERP checker — check live Bing, Brave, and DuckDuckGo results for any keyword and find exactly where a domain ranks, as JSON.
- [Free SERP Intent Checker](https://crawlora.net/tools/serp-intent-checker): Free SERP intent checker — enter a keyword and see the page type the search results reward (listicle, comparison, how-to, definition…) by classifying the top 1…
- [Free Website Traffic Checker](https://crawlora.net/tools/website-traffic-checker): Check any website's estimated monthly visits, engagement, top countries, traffic sources, and keywords — free, no login. Powered by the SimilarWeb API.
- [Free Website Tech Stack Checker](https://crawlora.net/tools/website-tech-stack-checker): Find out what any website is built with — frameworks, CMS, e-commerce, analytics, and more. Free tech stack checker, no login. Powered by the Crawlora API.
- [Free Amazon Price Tracker & Checker](https://crawlora.net/tools/amazon-price-checker): Check any Amazon product's live price, rating, review count, and what customers say — free, no login. Paste a URL or ASIN. The same API powers price tracking.
- [Free Web Scraper — URL to Markdown](https://crawlora.net/tools/free-web-scraper): URL → clean Markdown + metadata, free. Tested live on 180+ sites — news, ecommerce, jobs, real estate, finance — on the same /web/scrape API.
- [Free Website Link Extractor & Crawl Map](https://crawlora.net/tools/website-link-extractor): Extract internal and external links, anchor text, rel attributes, and a crawl map from any public webpage. Free, no login.
- [Free Google Maps Email Extractor & Lead Finder](https://crawlora.net/tools/google-maps-lead-finder): Free Google Maps email extractor and lead finder — search Crawlora's Google Maps business dataset by category and city, then enrich the returned websites with…
- [Free Email & Contact Finder](https://crawlora.net/tools/email-contact-finder): Free email finder by domain — paste a website and get its public business emails (generic vs personal), plus phone numbers and social profiles, for lead genera…
- [Free Influencer Email Finder](https://crawlora.net/tools/influencer-email-finder): Search a stored database of 6.6M+ TikTok creators by niche, country, follower count, and engagement rate, filtered to the ones that publish a contact email.
- [Free Bulk Email Verifier](https://crawlora.net/tools/email-verifier): Paste a list of email addresses and get each one's deliverability status — verified, risky, invalid, or unverified — with an SMTP mailbox check, free and with…
- [Free Reddit Lead Finder](https://crawlora.net/tools/reddit-lead-finder): Find people on Reddit actively asking for what you sell — scored by buying intent, not keyword matches, with self-promo and hiring posts filtered out.
- [Reddit Keyword & Question Finder](https://crawlora.net/tools/reddit-keyword-finder): Search Reddit for questions, pain points, comparisons, and buying-intent keywords around any topic — live from real subreddit discussions.
- [Free AI Crawler Access Checker](https://crawlora.net/tools/ai-crawler-access-checker): Check GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot, and Google-Extended robots.txt policy alongside a live page-reachability diagnostic.
- [Free GEO Readiness Check](https://crawlora.net/tools/geo-readiness-checker): Score a page across live AI-crawler access, on-page structure (schema.org, meta, headings), and content signals — with access failures capping the score.
- [Free Website Change Monitor](https://crawlora.net/tools/website-change-monitor): Save a page baseline in your browser, recheck the live URL, and see added or removed content lines with no signup.
- [Free URL to JSON Converter](https://crawlora.net/tools/url-to-json-converter): Convert a public URL into deterministic JSON with page metadata, clean Markdown, and normalized links.
- [Free Home Value & Market Checker](https://crawlora.net/tools/home-value-checker): Check active listings, median prices, and market trends for any US city or neighborhood — powered by live real estate data.
- [Free Job Search Tool](https://crawlora.net/tools/job-search): Search live job postings across thousands of company career pages at once - filter by keyword, location, workplace type (remote, hybrid, on-site), salary range…

## Blog
- [Best MCP Servers for Grok Build in 2026](https://crawlora.net/blog/best-mcp-servers-grok-build-2026): Firecrawl, Bright Data, Zyte, and Crawlora as MCP servers for Grok Build: grok mcp add syntax, how its tool search ranks them, and what we measured.
- [Can Your AI Coding Agent Use a 3,600-Tool MCP Server? We Tested Four](https://crawlora.net/blog/mcp-large-server-tool-discovery-clients-2026): We pointed Claude Code, Codex, Grok Build and Pi at one 3,642-tool MCP server: how much of the list each reads, what it sends, and who finds web_search.
- [Web Scraping with Crawl4AI in 2026](https://crawlora.net/blog/web-scraping-with-crawl4ai): Install Crawl4AI, run AsyncWebCrawler for clean Markdown output, pick an extraction strategy, and see what it doesn't fix on a hard anti-bot target.
- [Best Web Search MCP Servers in 2026 (Tested Live)](https://crawlora.net/blog/best-web-search-mcp-servers-2026): Exa, Parallel, Firecrawl, Tavily and Crawlora tested as web search MCP servers on Oct 13, 2026: same queries, output size, latency, and what failed.
- [Best Web Data Plugins for Codex and Cursor in 2026](https://crawlora.net/blog/best-web-data-plugins-codex-cursor-2026): Firecrawl, Bright Data, Zyte and Crawlora as Codex and Cursor plugins: what each installs today, what it bundles, and how auth decides whether MCP ships inside.
- [Best Perplexity Sonar Alternatives in 2026 (After the Sept 27 Retirement)](https://crawlora.net/blog/perplexity-sonar-alternatives): Sonar chat completions support ended Sept 27, 2026. Compare Perplexity's own Agent API and Search API with Exa, You.com, Linkup, Valyu, Parallel, and Crawlora.
- [Best MCP Servers for Pi in 2026](https://crawlora.net/blog/best-mcp-servers-pi-2026): Firecrawl, Bright Data, Zyte, and Crawlora as MCP servers for Pi 1.0 — native mcp.json syntax, codemode exposure, and the pi mcp list output we got.
- [Best MCP Servers for Meta Muse Code in 2026](https://crawlora.net/blog/best-mcp-servers-meta-muse-code-2026): Firecrawl, Bright Data, and Crawlora adapted into Meta Muse Code's settings.json — no vendor guide exists yet, so here's the real config.
- [Best MCP Servers for OpenCode in 2026](https://crawlora.net/blog/best-mcp-servers-opencode-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as OpenCode MCP servers — opencode.json syntax, tool counts, and which fits which job.
- [Web Scraping with Patchright in 2026](https://crawlora.net/blog/web-scraping-with-patchright): Install Patchright, launch it with the persistent-context config that actually matters, and see the one detection layer it still doesn't beat.
- ['This Is AI': What TikTok Comments Say vs TikTok's Own AI Label](https://crawlora.net/blog/tiktok-ai-suspicion-vs-ai-labels-2026): TikTok product videos with an AI label draw 13x more 'this is AI' comments, yet 87% of videos viewers call AI carry no label. From 784K comments.
- [Best MCP Servers for Hermes Agent in 2026](https://crawlora.net/blog/best-mcp-servers-hermes-agent-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared for Hermes Agent — config.yaml syntax, the dashboard MCP flow, tool counts, and which fits which job.
- [Everyone Braced for a $2,000+ Foldable iPhone. Apple Said $1,999, and the Internet Still Split Three Ways](https://crawlora.net/blog/iphone-duo-launch-reaction-2026): 12 hours before Apple's keynote we pulled reaction to the leaks; five days after, we pulled it again. The price came in low. The fight moved to TikTok.
- [How Old Are TikTok Search Results? 356 Product Searches, Measured](https://crawlora.net/blog/tiktok-search-results-video-age-2026): TikTok's #1 search result is typically 63 days old, yet 54% of product searches show a year-old video in the top 10. Data from 41,442 results.
- [17,774 TikTok 'Where Did You Get That?' Comments: Who Gets an Answer](https://crawlora.net/blog/tiktok-buyer-questions-unanswered-2026): Creators answer TikTok buyer questions twice as often as other comments, yet 63% of videos leave every buyer unanswered. Data from 916K comments.
- [Best MCP Servers for OpenClaw in 2026](https://crawlora.net/blog/best-mcp-servers-openclaw-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared for OpenClaw — and which ones are actually MCP servers versus native providers or ClawHub plugins.
- [Best MCP Servers for OpenAI Codex in 2026](https://crawlora.net/blog/best-mcp-servers-codex-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Codex CLI MCP servers: config.toml syntax, install commands, tool counts, and which fits which job.
- [The iPhone 18 Verdict Was In Before Apple Said a Word. We Pulled the Reaction From Six Platforms](https://crawlora.net/blog/iphone-18-launch-social-listening-2026): 12 hours before Apple's keynote, sentiment had split three ways from leaks alone — plus a fourth story nobody expected. Reddit, X, TikTok, YouTube, Threads.
- [Video Hosting Splits by Use Case, Not Company Size](https://crawlora.net/blog/video-platform-rank-tier-2026): Video hosting splits by use case, not company size - JW Player skews toward publishers, Vimeo toward everyone else, independently confirmed.
- [Web Scraping with Scrapling in 2026](https://crawlora.net/blog/web-scraping-with-scrapling): Install Scrapling, pick between its HTTP, stealth, and browser fetchers, keep selectors working after a redesign, and scale up with its Spider framework.
- [Outbrain and Taboola Break the 'Clickbait Tool' Stereotype](https://crawlora.net/blog/ad-network-rank-tier-2026): Outbrain and Taboola both skew top-heavy toward major publishers, breaking the common assumption that they are low-quality-site tools.
- [PrestaShop Just Set a New Record for the Tail-Heaviest Technology in This Census](https://crawlora.net/blog/ecommerce-platform-rank-tier-2026): PrestaShop shows a 19.5x tail-heavy skew - a new census-series record - and Salesforce Commerce Cloud explains its own flat number.
- [The Sharpest Rank-Tier Gradient in This Whole Census Belongs to an Email Marketing Tool](https://crawlora.net/blog/marketing-automation-rank-tier-2026): Klaviyo shows a 16.8x tail-heavy skew - the most extreme single rank-tier gradient found anywhere in this census series.
- [Which Cookie-Consent Tool a Site Uses Predicts Its Size, Same as Everything Else Here](https://crawlora.net/blog/consent-management-rank-tier-2026): Cookie-consent tools split the same way everything else in this census does - enterprise CMPs skew top-heavy, self-serve ones skew tail-heavy.
- [Eight DNS Providers Sort Into Exactly Two Camps, and the Line Is Sharper Than Anywhere Else in This Census](https://crawlora.net/blog/dns-provider-rank-tier-2026): Eight DNS providers split cleanly into enterprise vs. budget-default camps - the sharpest version of this pattern in the whole census.
- [Analytics Vendors Split by Sophistication, Not by Privacy](https://crawlora.net/blog/analytics-vendor-sophistication-2026): Analytics tools split top-heavy vs. tail-heavy by product sophistication, not privacy - and a third of top sites show none at all.
- [One CAPTCHA Vendor Shows a Sharper Rank-Tier Gradient Than Anything Else in This Census](https://crawlora.net/blog/captcha-vendor-rank-tier-2026): Breaking down our census's CAPTCHA rate by vendor reveals a 16x rank-tier gradient - sharper than anything else in this series.
- [The Live-Chat Widget on a Homepage Predicts the Size of the Company Behind It](https://crawlora.net/blog/live-chat-vendor-rank-tier-2026): Drift skews sharply toward enterprise brands. Tawk.to and LiveChat skew toward small businesses worldwide. A third confirmation of one pattern.
- [3.4M Google Maps Listings Have No Phone and No Website. Only 1.4M Are Businesses.](https://crawlora.net/blog/unreachable-businesses-2026): A census of 20M US Google Maps listings: 16.93% are unreachable, but among real businesses it's 8.15% — and the pattern tracks whether customers walk in.
- [HTTPS Got Democratized. The 27% Who Still Pay for a Certificate Look Exactly Like You'd Expect.](https://crawlora.net/blog/paid-ca-rank-tier-2026): 73.2% of reachable sites in our census use a free CA. The paid minority splits along the same top-heavy line as everything else here.
- [Nevada Businesses Get 6x the Google Reviews of Vermont's. Mostly Because Vermont Has 4x More Businesses.](https://crawlora.net/blog/state-review-gap-2026): A US business averages 209 Google reviews in Nevada and 36 in Vermont. We tested tourism and migration, and both failed. The answer is the denominator.
- [One Phone Number Connects 26,383 Google Maps Listings. The Company Was Liquidated in 2024.](https://crawlora.net/blog/shared-phone-numbers-2026): Six phone numbers account for 166,191 US Google Maps listings. The phone field is a fingerprint: it finds whole networks of machines, and one dead chain.
- [There Is No "Salon" Category on Google Maps. There Are 420,171 Salons.](https://crawlora.net/blog/google-maps-category-taxonomy-2026): Five obvious category searches return zero results across 3.19M US listings. And where the generic label does exist, it's a biased sample, not a small one.
- [93% of the Sounds Big TikTok Creators Use Are Their Own. The Rest Is Mostly Chopin.](https://crawlora.net/blog/tiktok-creator-sounds-original-audio-2026): Across 4,811 TikTok creators with 500K+ followers, 93.2% of distinct sounds are unique to one creator. The shared catalogue is production music, not the charts.
- [Box Office Mojo Tags 5 of A24's 10 Best-Known Films. The Franchise Field Right Next to It Is Near-Perfect.](https://crawlora.net/blog/two-taxonomies-one-dataset-2026): Two taxonomies on the same records: one matches real filmographies within a film, the other is a decorative tag. Here's the test that tells them apart.
- [The Average US Business Has 69 Google Reviews. 86.6% Have Fewer.](https://crawlora.net/blog/review-inequality-2026): A census of 19.5M US Google Maps listings and 1.34 billion reviews: the top 10% of businesses hold 85.9% — more concentrated than US household wealth.
- [The Bigger a Next.js Site Gets, the More Likely It's Still Running jQuery](https://crawlora.net/blog/jquery-nextjs-dependency-debt-2026): 7.85% of Next.js sites in our census still load jQuery, and the ones that do average a better traffic rank than the ones that don't.
- [103 of 232 Newsrooms Publish Zero Staff Emails. Reachability Is a House Policy, Not a Personal One.](https://crawlora.net/blog/newsroom-staff-email-policy-2026): Across 45,912 author pages, only 3.4% carry a working newsroom email — and outlets are almost never in the middle. They publish for everyone, or no one.
- [The Most Common Two-CDN Combination on the Web Isn't Enterprise Redundancy](https://crawlora.net/blog/multi-cdn-hedging-tech-stack-2026): Cloudflare paired with a second CDN shows up on thousands of sites in our census, but the biggest pairing tells a different story than the other two.
- [We Checked 133,052 Used-Car Listings. Autotrader Can't Tell AWD From 4WD for 64% of Its Own Inventory.](https://crawlora.net/blog/vehicle-listings-drive-type-blind-spot-2026): CarMax, Autotrader, and Cars.com use different field vocabularies — one flips a brand ranking, another hides two-thirds of a marketplace's drivetrain data.
- [Google Workspace and Proton Mail Both Skew Toward the Top of the Web. Microsoft 365 Doesn't Skew at All.](https://crawlora.net/blog/email-provider-tech-stack-2026): Rank-tier cut of email-provider signals in our 1M-site tech-stack census: two providers climb toward the top, one stays flat, one climbs toward the tail.
- [H&R Block Has 57x More Google Maps Listings Than Jackson Hewitt. It Doesn't Have 57x More Offices.](https://crawlora.net/blog/tax-prep-visibility-2026): H&R Block dominates Google Maps at 22.8%. Its biggest rivals show up at 0.4% each — not because they're small, but because they're invisible.
- [Take 5, Meineke, Maaco, and CARSTAR Are the Same Company. You Probably Didn't Know That.](https://crawlora.net/blog/auto-repair-driven-brands-2026): One public company (Driven Brands) owns Take 5, Meineke, Maaco, and CARSTAR — four brands that read as unrelated auto shops.
- [The Fast Food 'Competitor' to McDonald's You've Never Heard Of Isn't a Restaurant Company](https://crawlora.net/blog/fast-food-inspire-brands-2026): One PE-owned conglomerate (Sonic + Arby's + Dunkin') controls 11.2% of US fast food listings — almost matching McDonald's 13.0% alone.
- [Your Domain Extension Predicts Your Tech Stack — And .ai Is the Extreme Case](https://crawlora.net/blog/tld-predicts-tech-stack-2026): A TLD-level cut of our 1,000,000-site tech-stack census: .ai domains run Next.js at 6x the rate of .com, and even basic reachability swings by TLD.
- [6 Companies Control 58% of America's Hotels. Most of Their Brands Look Unrelated.](https://crawlora.net/blog/hotel-chain-consolidation-2026): We mapped 38,332 US hotels by website domain. Marriott, Hilton, Choice, Wyndham, and IHG combine for 58% — hidden behind dozens of unrelated brand names.
- [Banking Deserts, Inverted: Rural States Have 5x More Bank Branches Per Capita](https://crawlora.net/blog/bank-branch-density-and-consolidation-2026): We mapped 62,892 US bank branches and 14,620 credit unions. Rural states have far more per capita than cities, and the 9 biggest banks are only 31% of listings.
- [Medical-Only Oklahoma Has More Dispensaries Per Capita Than California](https://crawlora.net/blog/cannabis-dispensary-density-2026): We mapped 11,469 US cannabis dispensaries. Medical-only Oklahoma beats nearly every recreational-legal state — legal status barely predicts store density.
- [The Crawl Is the Easy Part: What a Scraper API Doesn't Do For You](https://crawlora.net/blog/the-crawl-is-the-easy-part): Extraction reliability isn't the hard part of web scraping anymore. Scheduling, change detection, and dedup are — and here's what actually closes that gap.
- [Utah Has 1.94 Liquor Stores Per 100k People. Connecticut Has 32. Here's the Legal Reason.](https://crawlora.net/blog/liquor-control-states-density-2026): We mapped 42,506 US liquor retailers by state. Retail-control states average half the outlets of license states — Utah is last nationally at 1.94 per 100k.
- [47,807 Remote Jobs Is a Floor — Not Remote Market Share](https://crawlora.net/blog/ats-remote-flag-is-broken-2026): Crawlora's Jobs remote_open rose from ~27k to 47,807 after free-text inference. Ashby flags ~59% remote; Workday ~2%. That gap is data quality, not the market.
- [Goodreads' Own Data Says 2018 Outpublished 2019 Through 2024. A Reprint Mill Explains Why.](https://crawlora.net/blog/goodreads-2018-publishing-spike-2026): A publisher labeled 'Generic' relabels its reprint year as publication year — explaining 96% of every Leather Bound book in a 20.9M-record Goodreads crawl.
- [Grocery Is the Most Regional Business in America: Mapping the Chains That Never Went National](https://crawlora.net/blog/regional-grocery-chains-mapped-2026): We mapped Meijer, Publix, Wegmans, and WinCo state by state. Michigan and Florida each run ~2x their runner-up — real regional grocery monopolies, measured.
- [Half of Instagram's 'Professional' Accounts Never Picked a Category](https://crawlora.net/blog/instagram-uncategorized-business-accounts): We stratified-sampled 208,621 Instagram business accounts across 7 follower bands. About 46% never picked a category Meta calls a mandatory setup step.
- [SEC 13F Data Has a Hidden 2,000-Position Cap. State Street's Real Portfolio Has 4,177.](https://crawlora.net/blog/sec-13f-position-cap-2026): A suspicious pattern — dozens of managers capped at exactly 2,000 positions — turned out to be real. Here's the proof, and what's still trustworthy.
- [How to Scrape SHEIN in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-shein): Scrape SHEIN in 2026 — product search, detail, category listings, filter facets, navigation, and trending keywords as structured JSON — DIY, no-code, or API.
- [Inside SHEIN's Anti-Bot Stack: Signing, Fingerprinting, and Device Identity](https://crawlora.net/blog/shein-anti-bot-works): SHEIN has three anti-bot layers: request signing, a device fingerprint, and a device identity. How each works, and why the right path is not defeating them.
- [Nigeria's GitHub Developers Are 7.8x More Likely to Tag 'Web3' Than Anyone Else](https://crawlora.net/blog/github-developer-specialty-geography): We tagged 190,589 GitHub developers by specialty. India leads only 2 of 9 domains; Nigeria's web3 tag rate over-indexes 7.8x, the biggest skew we found.
- [The Hidden Console Tax: What Steam vs. PlayStation Really Costs](https://crawlora.net/blog/steam-vs-playstation-price-gap-2026): Cross-checking 44 top-selling games between Steam and PlayStation: an 11x sale-frequency gap, a real indie price markup, and lopsided exclusivity.
- [We Read 1,934 SEC Insider Trades. Not One Was a Real Purchase.](https://crawlora.net/blog/sec-insider-buying-mirage-2026): Across the 15 most insider-active US companies, zero of 1,934 Form 4 trades were open-market buys. Plus a busted Chime lockup theory and a fake 'net buyer.'
- ["Flock Camera" Search Held Near Its Peak for a Month. The Questions Moved From Definition to Policy.](https://crawlora.net/blog/flock-camera-search-followup-2026): Four weeks on, "Flock camera" search held near its 12-month peak. Rising queries shifted from 100% definitional to policy, legal and lookup intent.
- [How to Scrape Capterra in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-capterra): Scrape Capterra software listings and reviews in 2026 — search, product profiles, and public reviews as structured JSON — DIY, no-code, or a structured API.
- [How to Scrape JustWatch in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-justwatch): Scrape JustWatch streaming availability in 2026 — where-to-watch offers, titles, and providers across 120+ countries — DIY, no-code, or a structured API.
- [PitchBook's Own Public Catalog: Accelerators Beat VCs, Buyout Beat Venture](https://crawlora.net/blog/pitchbook-public-catalog-2026): We read 1.4M+ PitchBook company profiles. Accelerators out-invest VC firms, buyout funds out-boomed venture in 2022–23, and the 'graveyard' isn't evenly spread.
- [The Busiest Metro Areas on Google Maps: LA Leads on Paper, New York Wins in Reality](https://crawlora.net/blog/busiest-metro-areas-google-maps-2026): We ranked 132M+ Google Maps listings by US county. LA tops the raw table at 409K — but sum New York's five boroughs and NYC actually leads by 20%.
- [Best MCP Servers for Gemini CLI in 2026](https://crawlora.net/blog/best-mcp-servers-gemini-cli-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Gemini CLI MCP servers: config, the httpUrl/url gotcha, and which fits which job.
- [How to Validate a Startup Idea With APIs: Reddit, Product Hunt, TikTok & Trends](https://crawlora.net/blog/validate-startup-idea-with-apis): The manual Reddit/Product Hunt/Trends idea-validation workflow, run through real APIs instead — plus how to hand it to Claude Code or ChatGPT.
- [How We Scraped 132.2 Million Google Business Listings](https://crawlora.net/blog/how-we-scraped-132-million-google-business-listings): Google Maps caps every search at ~120 results. Here's the real architecture behind a 132.2M-listing dataset: seeding, tiling, and three production incidents.
- [Seven Retail Chains, Mapped by State: Texas Wins on Paper, Mississippi and DC Win in Reality](https://crawlora.net/blog/chain-saturation-by-state-2026): We mapped 7 retail chains across all 50 states by Google Maps listings. Raw counts favor Texas everywhere — per capita, Mississippi and DC actually lead.
- [We Pulled 10,000 Verified-Revenue Startups From TrustMRR. Here's What Indie SaaS Actually Looks Like.](https://crawlora.net/blog/trustmrr-state-of-indie-saas-2026): 10,000 TrustMRR listings, verified: AI beats SaaS on revenue too (not just hype), the median startup has $0 MRR, and bigger businesses sell for LOWER multiples.
- [America's Church Density, Mapped: West Virginia and Mississippi Lead, Utah Is Almost Last](https://crawlora.net/blog/church-density-by-state-2026): We mapped 395,000+ churches by state and category. The Bible Belt leads clearly — and Utah's near-last rank exposed a real Google Maps taxonomy quirk.
- [How to Scrape Congressional Stock Disclosures in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-congress): Get congressional stock-disclosure filings from the House Clerk and Senate eFD in 2026 — structured JSON by member, ticker, or date range, plus parsed reports.
- [How to Scrape ImportYeti in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-importyeti): Scrape ImportYeti in 2026 — search suppliers by name and pull US customs shipment-volume reports as structured JSON — DIY, no-code, or a structured API.
- [Neobanks vs. Legacy Banks: The App Store Verdict (2026)](https://crawlora.net/blog/neobanks-vs-legacy-banks-app-store-2026): Legacy banks hold 49.2M App Store + Google Play ratings at 4.83 stars vs. 41.9M at 4.74 for neobanks — but Venmo alone out-rates every single bank.
- [We Read 38,379 BBB Ratings. 92% Hold an A+ — Except in the Categories You'd Expect.](https://crawlora.net/blog/bbb-rating-inflation-2026): BBB's own data: 92% of rated businesses hold an A+, but that hides real signal — 68.7% A+ in Collections Agencies vs. 96.5% in Lawyers, a 27.8-point spread.
- [How to Scrape Depop in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-depop): Scrape Depop in 2026 — listing search, item detail, seller shops, and categories as structured JSON — DIY, no-code, or a structured API.
- [How to Scrape DuckDuckGo in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-duckduckgo): Scrape DuckDuckGo in 2026 — web, image, news, shopping, and video results as structured JSON with decoded URLs — DIY, no-code, or a structured API.
- [How to Scrape Yahoo Search in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-yahoo-search): Scrape Yahoo Search in 2026 — organic web results as structured JSON with decoded destination URLs — DIY Python, no-code tools, or a structured API.
- [Legacy Apps That Refuse to Die: A 15-Year-Old App Out-Grows the Newest Hits](https://crawlora.net/blog/legacy-apps-refuse-to-die-2026): WhatsApp is 15 years old and still adds ~15.2M Google Play ratings a year, second only to ChatGPT and ahead of TikTok, Temu, and Threads.
- [We Fingerprinted the Top 1,000,000 Websites. The Top 1,000 Run a Completely Different Stack.](https://crawlora.net/blog/top-1-million-websites-techstack-2026): Split our 1,000,000-site tech-stack census by Tranco rank: bot management and React frameworks concentrate at the top, WordPress dominates the tail.
- [How to Scrape Macy's in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-macys): Scrape Macy's product detail in 2026 — sale-aware pricing, availability, images, and color-variant pricing as structured JSON — DIY, no-code, or API.
- [How to Scrape Old Navy in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-old-navy): Scrape Old Navy, Gap, Banana Republic, and Athleta in 2026 — search, category browsing, pricing, and store locations as JSON — DIY, no-code, or API.
- [How to Scrape Ulta Beauty in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-ulta-beauty): Search Ulta Beauty's product catalog and get full product detail — pricing, ratings, reviews, and every color/shade variant — as structured JSON.
- [The Delivery Wars, By the Numbers: iOS vs. Android Ratings](https://crawlora.net/blog/delivery-wars-2026): Uber leads five delivery apps in combined ratings, but iPhone users cast most of them — DoorDash, Grubhub, Instacart and Lyft all skew iOS, Lyft by 26x.
- [Web Scraping with Camoufox in 2026](https://crawlora.net/blog/web-scraping-with-camoufox): Install Camoufox, launch it with humanize/os/geoip config, verify the fingerprint, and see which detection layer a patched Firefox does and doesn't beat.
- [America's Funeral Homes, Mapped — and the One Company Hiding Behind 158 Different Names](https://crawlora.net/blog/funeral-home-density-and-consolidation-2026): We mapped 25,000+ funeral homes by state, then found 15.8% of a national sample secretly link to the same company website, under totally different names.
- [How to Scrape Kohl's in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-kohls): Scrape Kohl's in 2026 — category and campaign product grids with facets, as structured JSON — DIY, no-code, or a structured API.
- [How to Scrape Sam's Club in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-samsclub): Scrape Sam's Club product data in 2026 — pricing, availability, images, and ratings as structured JSON. Product-detail only: there's no search endpoint.
- [More Than 16,000 Jobs Say Only ‘2 Locations’](https://crawlora.net/blog/job-locations-have-no-city-2026): ‘2 Locations’ leads the Jobs location facet at 16,306. Multi-site placeholders total 29,411—about 5.6% of open postings. Not a city ranking.
- [Web Scraping with curl_cffi and curl-impersonate in 2026](https://crawlora.net/blog/web-scraping-with-curl-cffi): Beat TLS fingerprinting with curl_cffi and curl-impersonate: install, impersonate a real browser's handshake, verify it, and know what it still won't fix.
- [A Politician on Instagram Is 3x More Likely to Be Verified Than a Photographer](https://crawlora.net/blog/instagram-verification-by-profession): We cross-tabbed 616,627 Instagram profiles by profession. Verification swings 22.9%-71.0%, tracking how each profession entered our index, not fame.
- [Best MCP Servers for Google Antigravity in 2026](https://crawlora.net/blog/best-mcp-servers-antigravity-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Google Antigravity MCP servers: config, the serverUrl gotcha, and which fits which job.
- [Google's Trending Now Board Barely Repeats Itself: A 26-Day Churn Study (2026)](https://crawlora.net/blog/trending-now-churn-2026): Google Trends real-time board, 26 daily snapshots: ~96% of everything that ever cracks the top 50 shows up on exactly one sampled day, then never returns.
- [Illinois 'Has More Casinos' Than Nevada, According to a Number You Shouldn't Trust](https://crawlora.net/blog/casino-gambling-density-2026): We mapped 3,517 US casino listings. Illinois and Montana's top rankings are mostly bar slot machines, not casinos — verified by reading the actual listings.
- [Web Scraping with Crawlee in 2026](https://crawlora.net/blog/web-scraping-with-crawlee): Install Crawlee for Python, run BeautifulSoup and Playwright crawlers under one API, and let AdaptivePlaywrightCrawler pick the cheaper one per page.
- [72% of America's Pawn Shops Still Aren't Owned by a Chain](https://crawlora.net/blog/pawn-shop-consolidation-2026): We mapped 8,705 US pawn shops. FirstCash and EZPAWN, the two public consolidators, capture under a third — and the density map lines up with unbanked America.
- [Best MCP Servers for Warp in 2026](https://crawlora.net/blog/best-mcp-servers-warp-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Warp MCP servers: config, tool counts, and which fits which job.
- [Lanterns Premiered Last Night. Critics and Fans Actually Agree — and That's the Surprise](https://crawlora.net/blog/lanterns-hbo-premiere-reaction-2026): HBO's Lanterns scores 90/90 on Rotten Tomatoes and 72/7.0 on Metacritic — no critic/audience gap. The real story: most reviews are 2-day-old advance screeners.
- [Self-Storage Is About as Consolidated as Banking. Almost Nobody Talks About It.](https://crawlora.net/blog/self-storage-reit-consolidation-2026): We mapped 50,513 US self-storage facilities by website domain. The top public REITs combine for ~32-38% of listings — rivaling this series' banking findings.
- [Who Really Owns Your Vet? Mapping 46,000 US Veterinary Clinics and the Chains Behind Them](https://crawlora.net/blog/veterinary-clinic-consolidation-2026): We mapped 46,065 US vet clinics by state. Unlike funeral homes, no single company hides behind them — ownership is split across five visible chains instead.
- [Best MCP Servers for JetBrains IDEs in 2026](https://crawlora.net/blog/best-mcp-servers-jetbrains-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as MCP servers for JetBrains IDEs — plus a header-auth gotcha before you paste a config.
- [Claude Code vs Codex vs Gemini CLI: Usage Limits Compared](https://crawlora.net/blog/claude-code-vs-codex-vs-gemini-cli-limits-2026): Claude Code, Codex, and Gemini CLI meter usage three different ways in 2026 — here's how their actual limits and pricing compare, side by side.
- [How to Scrape Wish in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-wish): Scrape Wish in 2026 — product search and full detail with pricing, variations, and merchant data as structured JSON — DIY, no-code, or a structured API.
- [How to Scrape Zappos in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-zappos): Scrape Zappos in 2026 — product search, pricing, ratings, featured reviews, and color variants as structured JSON — DIY, no-code, or a structured API.
- [Two German Discount Chains Conquered the World — and Then We Found the 1960 Border Still Splitting One of Them](https://crawlora.net/blog/aldi-lidl-europe-expansion-2026): We mapped Aldi and Lidl across 14 countries, then proved the 1960s Aldi Nord/Süd sibling split still divides Germany today — down to the exact historic line.
- [How to Scrape ESPN Sports Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-espn): Three ways to get ESPN sports data in 2026 — DIY Python, no-code tools, or a structured API for scores, standings, rosters, and stats — with the legal basics.
- [How to Scrape H&M in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-hm): Scrape H&M product search, category listings, and per-color pricing and stock in 2026 — DIY Python, no-code tools, or a structured API.
- [How to Scrape Wayfair in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-wayfair): Scrape Wayfair in 2026 — category browsing, product detail, pricing, stock, and ratings as structured JSON — DIY, no-code, or a structured API.
- [The Dental Consolidation Story We Couldn't Prove — On Purpose](https://crawlora.net/blog/dental-chain-consolidation-2026): We mapped 234,908 US dentists. Aspen Dental shows up clearly at 2.87% — the industry's largest DSO shows up not at all, seemingly by design.
- [The Industry Chains Never Really Conquered: Hair Salons and Barbershops, Mapped](https://crawlora.net/blog/hair-salon-barbershop-independence-2026): We mapped 240,000+ US hair salons and barbershops. Unlike every other industry in this series, over 90% is genuinely independent — chains never took over.
- [America's Dollar Stores Are 99.6% Owned by Just 3 Companies](https://crawlora.net/blog/dollar-store-consolidation-2026): 32,111 US dollar stores, 99.6% owned by just three companies. One was just sold to private equity, and has closed 350 stores in 10 months.
- [How to Scrape Nike in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-nike): Scrape Nike in 2026 — product search, full detail per colorway, and the Men/Women/Kids/Jordan category tree — DIY, no-code, or a structured API.
- [How to Scrape Threads in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-threads): Three ways to scrape Threads in 2026 — DIY Python, no-code tools, or a structured API for public profiles, posts, and replies — with the legal basics.
- [How to Scrape Zara in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-zara): Scrape Zara in 2026 — search, category listings, and per-color product detail with pricing, images, and per-size stock as JSON — DIY, no-code, or API.
- [Private Equity Has Been Buying Car Washes for Years. Most of the Industry Still Isn't Theirs.](https://crawlora.net/blog/car-wash-consolidation-2026): We mapped 44,043 US car washes. The 10 biggest PE-backed chains combine for just 21% of listings — and the flagship one, Zips, went through bankruptcy in 2025.
- [How to Scrape Polymarket in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-polymarket): Polymarket splits public reads across Gamma, CLOB, and Data APIs — no key needed. Here's when to call them directly, and when a structured API is easier.
- [One Company's EV Charging Network Already Runs 42% of US Charging Listings](https://crawlora.net/blog/gas-station-ev-charging-2026): We mapped 145,798 gas stations and 62,025 EV chargers. ChargePoint alone accounts for ~42% of chargers — more consolidated than any category in this series.
- [Washington State Has Zero Dunkin' Locations. We Checked the Whole Map.](https://crawlora.net/blog/coffee-starbucks-dunkin-2026): We mapped 14,614 Starbucks and 7,748 Dunkin' locations. The Northeast-Dunkin'/West-Starbucks split isn't a stereotype — it's a 5-to-1 divide in real data.
- [What Chrome Extensions Collect About You: A 314,807-Listing Audit](https://crawlora.net/blog/what-chrome-extensions-collect-2026): We audited every Chrome Web Store listing's data-safety disclosures: 69,039 extensions collect data, 3,839 collect financial data, 994 health data.
- [Why Germany Doesn't Have a CVS: Mapping the Law That Bans Corporate Pharmacies](https://crawlora.net/blog/germany-pharmacy-law-2026): Germany legally bars corporations from owning pharmacies. We mapped 9,271 of them against CVS, Walgreens, and Boots to see what that actually looks like.
- [Best DataForSEO Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/dataforseo-alternatives): Compare the best DataForSEO alternatives in 2026 — SE Ranking, Ahrefs API, Semrush API, and SerpApi, plus Crawlora's multi-platform public web data API.
- [Best Serper Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/serper-alternatives): Compare the best Serper alternatives in 2026 — SerpApi, SearchApi.io, Bright Data, and Oxylabs, plus Crawlora's multi-engine, multi-platform search API.
- [Engineering Leads the Labels — Store Hourly Runs the Real Market](https://crawlora.net/blog/job-roles-not-just-engineering-2026): Engineering is the top named department (~11.8k), but Store Hourly alone is ~5k. We ranked ATS department and employment-type labels on open postings.
- [Geocoding API: How to Geocode Addresses in 2026](https://crawlora.net/blog/how-to-scrape-geocoding): Geocode addresses in 2026 three ways — free DIY with Nominatim/OSM, Google Maps' paid API, or a structured Crawlora API — with real pricing and code.
- [We Tested Fingerprint Spoofing, Engine Architecture, and Timezone Matching. None of Them Beat Cloudflare Alone.](https://crawlora.net/blog/stealth-browser-session-coherence-2026): Two benchmarks and a third internal test, synthesized: engine choice, architecture, and IP-timezone coherence each failed alone against a real anti-bot target.
- [Nvidia Fell Out of the World's Top 10 Most Valuable Companies in 2022. By 2025 It Was #1.](https://crawlora.net/blog/most-valuable-companies-2016-2026): Tracking 17 companies' market cap, 2016-2026: Nvidia dropped out of the world's top 10 in 2022, then became Earth's most valuable company within 3 years.
- [Spain 59%, Argentina 41%: What Prediction Markets Priced Before the World Cup Final](https://crawlora.net/blog/world-cup-2026-final-prediction-markets): Kalshi had Spain 43%, Argentina 28%, draw 29% for regulation time. Polymarket had Spain 59% outright. Real price data from before, during, and after the final.
- [The Biggest Reversal We Found in Prediction-Market History Wasn't the 2024 Election](https://crawlora.net/blog/prediction-market-biggest-reversals-2026): Scanning Polymarket's biggest markets for the sharpest reversals: a NYC mayoral race swung 92 points in a month, beating 2024's Biden-to-Harris swap.
- [undetected-chromedriver, nodriver, Playwright-Stealth, Camoufox: 4 Engines, One Real Test](https://crawlora.net/blog/stealth-browser-engine-compare-2026): We ran ChromiumFish, patchright, camoufox, and zendriver against a free detector and a live Cloudflare target. All four tied — for different reasons.
- [We Benchmarked 15 Stealth Browser Engines Against Cloudflare. The Browser Wasn't the Problem.](https://crawlora.net/blog/stealth-browser-fleet-benchmark-2026): We ran native and JS-patched stealth browsers through free detectors and two live Cloudflare targets. All tied on stealth — IP reputation decided pass or fail.
- [How to Scrape SofaScore in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-sofascore): Three ways to scrape SofaScore live scores, odds, lineups, and standings in 2026 — DIY Python, no-code tools, or a structured API — and the legal basics.
- [Movies Keep Getting Longer: Top Box Office Films Gained 20 Minutes Since 1980](https://crawlora.net/blog/movie-runtime-creep-2026): 460 top box office releases, 1980–2025: average runtime rose every decade, 111.6 to 129.8 minutes — a 20-minute gain, driven hardest by sci-fi and action.
- [We Added 324,523 X Accounts Found on the Open Web. The Blue-Check Rate Fell From 19% to 5%.](https://crawlora.net/blog/x-common-crawl-tier-changes-the-picture): A new discovery tier — web mentions, not curated seed lists — added 324,523 X profiles. They verify a quarter as often and have a sixth as many mega-accounts.
- [X's Attention Economy Is More Unequal Than Any Country's Wealth — Gini Coefficient 0.94](https://crawlora.net/blog/x-follower-inequality-gini-2026): 820,548 X profiles hold 47.5 billion followers between them. Gini coefficient: 0.94 — beyond Brazil or Russia's wealth inequality, the highest on record.
- [X's Everyday Accounts List Their Location More Than Its Notable Ones Do](https://crawlora.net/blog/x-location-field-audit-2026): A 2,462-account X audit found 63% fill in location — Common Crawl accounts (65%) beat curated, notable ones (51%), flipping this series' usual pattern.
- [How to Scrape Booking.com in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-booking): Scrape Booking.com in 2026 — hotel search, detail, reviews, flights, and attractions — DIY, no-code, or a structured API, with the legal basics.
- [How to Scrape IMDb in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-imdb): Scrape IMDb in 2026 — titles, cast and crew, ratings, reviews, and awards — DIY, no-code, or a structured API, with the legal reality of IMDb's terms.
- [How to Scrape the Chrome Web Store in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-chrome-web-store): Scrape Chrome Web Store extension data in 2026 — search, ratings, reviews, permissions, and privacy disclosures — DIY, no-code, or a structured API.
- [How to Scrape Used Car Listings in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-used-cars): Scrape used car listings in 2026 across CarMax, Autotrader, and Cars.com — pricing, mileage, dealer, and history data — DIY, no-code, or a structured API.
- [Web Scraping with Puppeteer — A Practical Node.js Guide](https://crawlora.net/blog/web-scraping-with-puppeteer): Web scraping with Puppeteer in Node.js: setup, locators, request interception, stealth limits, and when a scraping API beats a browser farm.
- [A Random Developer Is 5x More Likely to Have an X Blue Check Than a Wikipedia-Notable Person](https://crawlora.net/blog/x-blue-check-notability): We matched X profiles against Wikidata notability. At the same follower count, 9% of notable people carry the blue check — versus 46% of GitHub developers.
- [How to Scrape Discogs in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-discogs): Scrape Discogs in 2026 — releases, masters, artists, and labels — DIY, no-code, or a structured API, plus Discogs' own free but rate-limited API.
- [How to Scrape Letterboxd in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-letterboxd): Scrape Letterboxd in 2026 — film ratings, reviews, member stats, and popular charts — DIY, no-code, or a structured API, with the legal picture.
- [How to Scrape Numbeo in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-numbeo): Scrape Numbeo cost-of-living and quality-of-life data in 2026 — DIY, no-code, or a structured API — plus the real ToS and paid-API picture.
- [We Read 298,228 X Bios. The Profile Résumé Is Disappearing.](https://crawlora.net/blog/what-x-bios-reveal-2026): Job title, employer, 'opinions my own,' a link — the classic X bio is fading. Newer arrivals leave it blank, a pattern seen in two independent groups.
- [How to Scrape Costco in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-costco): Scrape Costco in 2026 — product search, pricing, availability, reviews, and warehouses as structured JSON — DIY, no-code, or a structured API.
- [How to Scrape Google Finance in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-google-finance): Scrape Google Finance in 2026 — quotes, financials, and market-wide movers, earnings, and category views — DIY, no-code, or a structured API.
- [How to Scrape Metacritic in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-metacritic): Scrape Metacritic in 2026 — Metascores, user scores, and reviews across games, movies, and TV — DIY, no-code, or API, with the legal reality.
- [How to Scrape Telegram Public Channels in 2026 (Python)](https://crawlora.net/blog/how-to-scrape-telegram): Scrape public Telegram channels with Python: t.me/s + BeautifulSoup, Telethon, or Crawlora /web/scrape — limits, ban risks, and legal basics.
- [How to Scrape TMDB in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-tmdb): Get TMDB movie and TV data in 2026 — the free official API, no-code tools, or one structured API across platforms — with real JSON examples.
- [Guangdong vs. Beijing: The Geography of Google Maps in China](https://crawlora.net/blog/china-guangdong-vs-beijing-2026): Guangdong holds 10.9% of China's 7.4M Google Maps listings, but Beijing has double its website coverage rate. We mapped all 31 provinces.
- [How to Scrape Etsy in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-etsy): Scrape Etsy in 2026 — listing, shop, and review data — DIY, no-code, or a structured API, plus what Etsy's official API v3 actually gates.
- [How to Scrape Goodreads in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-goodreads): Scrape Goodreads in 2026 — books, ratings, reviews, authors, and lists — DIY, no-code, or a structured API, since Amazon retired the Goodreads API.
- [How to Scrape Target in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-target): Scrape Target in 2026 — categories, search, product detail, reviews, and Q&A — DIY, no-code, or a structured API, with the legal reality up front.
- [X Says the Follow Limit Is 5,000. Across 325,553 Accounts, the Real Wall Is 7,500.](https://crawlora.net/blog/x-real-follow-limit-is-7500): X's help page still says you can follow 5,000 accounts. We measured 325,553 real profiles: nobody small enough to be capped ever gets past ~7,500.
- [Domino's Has More Open Jobs Than OpenAI: The Real Hiring Power Law](https://crawlora.net/blog/hiring-power-law-2026): Domino's has 24,435 open jobs on one board — more than the entire Ashby ecosystem. 198 mega-boards dominate crawled hiring volume.
- [How to Scrape Apple Books in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-apple-books): Scrape Apple Books in 2026 — ebooks and audiobooks: search, catalog detail, reviews, similar titles, series, charts — DIY, no-code, or a structured API.
- [How to Scrape MLB Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-mlb): Get MLB data in 2026 — MLB's own undocumented Stats API, no-code tools, or a structured API — with real JSON examples and the legal basics.
- [How to Scrape SEC EDGAR in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-sec-edgar): Get SEC EDGAR filings, financials, and insider data in 2026 — EDGAR's own free API, or a structured API for parsed sections and XBRL.
- [The Most Prolific Poster on X Is a Machine — and the Runners-Up Sell Convenience-Store Snacks](https://crawlora.net/blog/x-most-prolific-posters-are-machines): We pulled 325,553 public X profiles and ranked them by lifetime posts. The top account has 131.6M posts. Ten of the next twelve are Japanese brand bots.
- [How to Scrape DoorDash Restaurant & Menu Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-doordash): Scrape DoorDash restaurant search, menus, and reviews in 2026 — DIY, no-code, or a structured API using DoorDash's own app backend — with the legal basics.
- [How to Scrape GitHub Repos, Users & Trending in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-github): Scrape GitHub repos, users, stars, contributors, and trending data in 2026 — DIY Python, the rate-limited official API, or a structured API returning JSON.
- [How to Scrape OpenTable Restaurant & Reservation Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-opentable): Scrape OpenTable restaurant search, profiles, menus, reviews, and live timeslots in 2026 — DIY, no-code, or a structured API — with the legal basics.
- [We Searched 1.9 Million Job Postings for a "Web Scraper." We Found Two.](https://crawlora.net/blog/web-scraping-jobs-dont-exist-2026): We checked 1,935,047 open job postings for genuine web-scraping duties. Found 280 (0.0145%) — only 2 are titled 'Web Scraper.' Here's what exists instead.
- [What Google Maps Actually Sees in China: Real Businesses, Not Landmarks](https://crawlora.net/blog/china-google-maps-category-mix-2026): 9 of China's top 10 Google Maps categories are real businesses — vs. 4 of 10 in Japan, where shrines, temples, and parks dominate instead.
- [Best Thunderbit Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/thunderbit-alternatives): Compare the best Thunderbit alternatives in 2026 — a documented developer API, Apify's actor marketplace, and other no-code AI scrapers.
- [How to Scrape Uber Eats Restaurant & Menu Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-ubereats): Scrape Uber Eats restaurant search, menus, and reviews in 2026 — DIY, no-code, or a structured API for credential-free public data — with the legal basics.
- [How to Scrape Yelp Business Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-yelp): Scrape Yelp business search, profiles, reviews, and menus in 2026 — DIY, no-code, or a structured API that calls Yelp's own app backend — with the legal basics.
- [The Country Where Google Maps Has 7.3 Million Listings Nobody Can Review](https://crawlora.net/blog/china-google-maps-reviews-paradox-2026): China is the 2nd-largest market in Crawlora's Google Maps dataset — yet only 1.3% of listings have ever been reviewed, and 5.0% have a website.
- [Tokyo vs. the Rest of Japan: Mapping Business Density and Web Presence](https://crawlora.net/blog/tokyo-vs-japan-business-density-2026): Tokyo holds 13.1% of Japan's 4.9M Google Maps listings and a 67% website rate vs. 57% nationally. We mapped all 47 prefectures.
- [Best Parallel AI Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/parallel-ai-alternatives): Compare the best Parallel AI alternatives in 2026 — agent research APIs like Tavily, Exa, You.com, and Linkup, plus structured platform data.
- [How to Scrape Ticketmaster in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-ticketmaster): Ticketmaster's own Discovery API is real and free — see its 5,000/day limit, what it covers, and a structured API alternative with real JSON.
- [Mobile App APIs Explained: Why App Data Works Differently Than Web Data (2026)](https://crawlora.net/blog/mobile-app-apis-explained): Why Yelp, DoorDash, and OpenTable data lives behind a mobile app instead of a webpage, how those backends work, and how to reach it legitimately.
- [Shrines, Temples, and Ramen Shops: What Google Maps Calls a 'Business' in Japan](https://crawlora.net/blog/google-maps-shrines-temples-japan-2026): 6 of Japan's top 10 Google Maps categories by volume aren't businesses — they're shrines, temples, parks, and apartment blocks.
- [The Google Business Profile Review-Depth Gap: A Census of 4.9 Million Japan Listings](https://crawlora.net/blog/google-business-profile-review-depth-gap-japan-2026): We analyzed 4.9M live Japan Google Business Profile listings: 98.1% have a review, but only 4.6% clear the local-pack reputation bar.
- [AI Tool Mentions in Job Postings Are Accelerating — Even at the Same Employers](https://crawlora.net/blog/job-postings-ai-mentions-accelerating-2026): Claude, ChatGPT and OpenAI mentions run 2–5x higher in the newest postings than an older slice of the same employers. Not a startup-mix or text-length artifact.
- [Best Apify Alternatives in 2026 (Actors, Pricing & Structured APIs)](https://crawlora.net/blog/apify-alternatives): Compare the best Apify alternatives in 2026 — structured platform APIs, generic scrapers, enterprise proxies, cloud browsers, and open-source frameworks.
- [Best Bright Data Alternatives in 2026 (Proxies, Pricing & APIs)](https://crawlora.net/blog/bright-data-alternatives): Compare the best Bright Data alternatives in 2026 — structured platform APIs, other proxy networks, generic scrapers, and open-source frameworks.
- [Financial Data APIs for AI Agents: Where a Scraping API Fits (2026)](https://crawlora.net/blog/financial-data-api-for-ai-agents): Polygon and Finnhub sell licensed feeds. Crawlora covers quotes, SEC full-text search, insider and 13F data, crypto and prediction markets in one key.
- [How to Scrape Google Play Apps & Rankings in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-google-play): Scrape Google Play app listings, rankings, search, and developer catalogs in 2026 — DIY Python, no-code, or a structured API returning clean JSON.
- [Best ZenRows Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/zenrows-alternatives): ZenRows charges 1, 5, 10 or 25 credits per request depending on rendering and proxies. What that means at your volume, and which alternative fits each job.
- [How Often Do the World's Biggest Apps Actually Update?](https://crawlora.net/blog/app-update-frequency-2026): Apple's version history for 104 major apps: a ~6.7-day median cadence, Wise updates every 2.5 days, Khan Academy every 73, and PayPal is 4x overdue.
- [Hunter.io and Apollo.io Alternatives: Build a Lead Pipeline with APIs](https://crawlora.net/blog/hunter-apollo-alternatives): Hunter and Apollo sell a contact database. Compare an API-first alternative that discovers leads from public data and enriches them with verified emails.
- [Kavinsky Died. Five Platforms Told Five Different Stories About It.](https://crawlora.net/blog/kavinsky-nightcall-five-platforms-2026): Kavinsky's death spiked search 100:8 for his name over 'Nightcall,' but YouTube favored a fan upload over the AP wire while TikTok favored the wire 39:1.
- [Where the Jobs Are: Bengaluru Outranks San Francisco and Boston Combined](https://crawlora.net/blog/where-the-jobs-are-bengaluru-2026): We counted 1,138,704 open ATS postings across 12 providers. Bengaluru/Bangalore alone has 10,098 open roles — more than San Francisco and Boston combined.
- [Every Public X Dataset You've Seen Is Biased Toward Fame — Including Ours](https://crawlora.net/blog/x-dataset-fame-bias-2026): Our X dataset is seeded from notable people: only 19.6% of accounts have under 100 followers, vs. ~50% for active accounts in published research.
- [How to Track Chrome Web Store Changes: Permissions, Versions, and New Entrants](https://crawlora.net/blog/tracking-chrome-web-store-changes-2026): Extensions change permissions, bump versions, and vanish. Here's how to monitor all 314,807 Chrome Web Store listings as a change feed, not a one-time export.
- [More Apps, Fewer Hits: 18,000 App-Store Winners, by Birth Year](https://crawlora.net/blog/more-apps-fewer-hits-2026): AI coding flooded the app stores — 2025 had the most new apps since 2016. But of ~18,000 apps that hit traction and survive today, the birth-year peak is 2019.
- [One Spider-Man Movie, Five Internet Rooms: Measuring a Premiere's 24-Hour Fan-Out](https://crawlora.net/blog/spider-man-brand-new-day-premiere-fan-out-2026): Brand New Day's premiere split into 5 barely-overlapping subreddits in 24h. The search data says the casting-mystery angle beats the fashion angle, clearly.
- [The Odyssey Is a $1B Hit. Its Worst Reviews Aren't About the Movie.](https://crawlora.net/blog/odyssey-nolan-three-way-split-2026): Nolan's Odyssey scores 88-97% on four review measures and 54% on a fifth. We pulled the actual reviews to find out why Metacritic alone disagrees.
- [American Airlines Stopped Every Flight for 51 Minutes. The App Reviews Don't Know Yet.](https://crawlora.net/blog/american-airlines-ground-stop-app-reviews-2026): American grounded every flight nationwide for ~51 minutes on July 28. Trends and Reddit reacted in minutes — the app-review record hasn't, as of this pull.
- [Best Hyperbrowser Alternatives in 2026 (Cloud Browsers & APIs)](https://crawlora.net/blog/hyperbrowser-alternatives): Compare the best Hyperbrowser alternatives in 2026 — structured platform APIs, other cloud-browser providers, and self-hosting Puppeteer or Playwright.
- [How to Scrape Job Postings in 2026 (13 ATS Platforms & Python)](https://crawlora.net/blog/how-to-scrape-job-postings): Scrape job postings in 2026 across Greenhouse, Workday, Lever, and 10 other ATS platforms — DIY per-vendor integrations, or one structured API and dataset.
- [How to Scrape Shop App (shop.app) in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-shop-app): Scrape Shop.app in 2026 — cross-store product search, details, and reviews across Shopify merchants — DIY, no-code, or a structured API, with the legal basics.
- [The Median TikTok Creator Has 12,000 Followers. That's Our Code, Not TikTok.](https://crawlora.net/blog/tiktok-median-creator-search-bias-2026): Our TikTok index holds 80x more creators just above 1,000 followers than just below. That cliff is a constant in our own ingest code, not a fact about TikTok.
- [Best Steel Alternatives in 2026 (Cloud Browsers & APIs)](https://crawlora.net/blog/steel-alternatives): Compare the best Steel alternatives in 2026 — structured platform APIs, other cloud-browser providers, and self-hosting Puppeteer or Playwright.
- [How to Scrape Steam in 2026 (Reviews, Charts & Player Counts)](https://crawlora.net/blog/how-to-scrape-steam): Scrape Steam in 2026: store details, reviews, player counts, and charts — DIY against three official/unofficial APIs, or one normalized structured API.
- [Hugging Face Disclosed the Breach First. Search Didn't Move Until OpenAI Said It Was Them.](https://crawlora.net/blog/openai-hugging-face-incident-framing-2026): The victim disclosed Jul 16 and search hit its monthly low. OpenAI's attribution Jul 21 sent it to 25. "AI safety" never moved. Six signals, ten framings.
- [One Publisher Made 10,362 Chrome Themes: Inside the Store's Theme Farms](https://crawlora.net/blog/chrome-theme-farms-2026): Themes are a quarter of the Chrome Web Store. One publisher, Wallsflow, is behind 10,362 of the 75,170 themes — 13.8% of every theme in the store.
- [Our Airbnb Occupancy Estimate Was Wrong in Two Directions That Canceled Out](https://crawlora.net/blog/airbnb-occupancy-two-canceling-biases-2026): A review-velocity occupancy model landed at 60% for Austin, near AirDNA's 54%. Not validation: a biased sample and an undercounting model canceled out.
- ["Flock Camera" Searches Just Hit a 12-Month High. "License Plate Reader" Never Moved.](https://crawlora.net/blog/flock-camera-search-surge-2026): US search interest in "Flock camera" went from flat to 100 in 14 weeks. All 9 rising queries ask what it is. The top query is a map. We pulled 6 signals.
- [Best Browserless Alternatives in 2026 (Cloud Browsers & APIs)](https://crawlora.net/blog/browserless-alternatives): Compare the best Browserless alternatives in 2026 — structured platform APIs, other cloud-browser providers, and self-hosting Puppeteer or Playwright.
- [How to Scrape Spotify in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-spotify): Scrape Spotify in 2026 — DIY with the OAuth Web API (and its 2024 lockdown), no-code, or a structured API for public catalog, search, and playlists.
- [Reddit's Google AI Deal Is Up for Renewal. The Stock Fell 8% in a Day — Search Interest Lasted Two.](https://crawlora.net/blog/reddit-google-ai-deal-standoff-2026): Reddit's $60M Google AI deal is being renegotiated. RDDT fell 8% on 2x volume the day it broke, but search interest and insiders stayed calm.
- [The Google Business Profile Reputation Gap: A Census of 18.1 Million US Listings](https://crawlora.net/blog/google-business-profile-reputation-gap-2026): We analyzed 18.1M live US Google Business Profile listings: 10.1% have never been reviewed, and only 8.4% clear the local-pack reputation bar.
- [Best Browserbase Alternatives in 2026 (Cloud Browsers & APIs)](https://crawlora.net/blog/browserbase-alternatives): Compare the best Browserbase alternatives in 2026 — structured platform APIs, other cloud-browser providers, and open-source frameworks for AI agents.
- [Searching X Bios for "Meta AI" Returns 14,673 Hits. So Does Searching for Just "AI."](https://crawlora.net/blog/x-bios-mention-ai-labs-2026): We tried to count AI-lab mentions across 697,439 X bios. Two-word lab names collapse into noise; only single-token names like OpenAI or DeepMind hold up.
- [The Career-Page Graveyard: More Than a Third of the Job Boards We've Found Are Gone or Blocked](https://crawlora.net/blog/career-page-graveyard-2026): We track 17,064 company career-page boards across 14 ATS platforms. 3,510 now block our crawler, 2,698 have vanished — 36.4% of everything we've ever found.
- [The Most-Rated Apps in the World, iOS vs. Android](https://crawlora.net/blog/most-rated-apps-2026): No one ranks apps by rating count. We built one: WhatsApp leads Google Play with 240M ratings, the App Store leader is different, and the gap runs to 62x.
- [We Widened the World Cup Sponsor Study to All 23 2026 Sponsors — Still No Search Boost](https://crawlora.net/blog/world-cup-2026-sponsor-tiers-search-correlation): We added 11 more 2026 World Cup sponsors and checked the Lenovo-Vivo swap in weekly Google Trends data. The pattern from the original 12-brand study holds.
- [America's Housing Market Didn't Crash — It Split in Two](https://crawlora.net/blog/us-housing-market-split-2026): 173 months of Redfin data: the 2021 seller's market unwound into a frozen standoff, then split — Sun Belt to buyers, Rust Belt to sellers.
- [Best ScrapingBee Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/scrapingbee-alternatives): ScrapingBee's credit ladder runs 1, 5, 10, 25 and 75 credits per request. Here is what that does to a real bill, and which alternative fits each job in 2026.
- [Mark Cuban Wants Every Worker to Get Stock Like the CEO. We Pulled the Reaction From Reddit, X, TikTok, and YouTube](https://crawlora.net/blog/mark-cuban-stock-options-social-listening): Cuban's employee-stock push spiked on Google Trends within 48 hours. We pulled the real reaction across five platforms — it's a different story each time.
- [The Chrome Web Store Graveyard: 91.5% of Extensions Have Under 1,000 Users](https://crawlora.net/blog/chrome-extension-graveyard-2026): We measured all 314,807 Chrome Web Store listings: 288,044 have under 1,000 users and 67,934 have none at all. Just 1,776 clear 100,000 installs.
- [Top Free & Top Paid Apps Right Now: App Store vs. Google Play (2026)](https://crawlora.net/blog/top-free-paid-apps-2026): Today's top free and paid app charts on the App Store and Google Play: ChatGPT leads Android free, App Store paid is 80% games, Android paid is 0% games.
- [Best Decodo (Smartproxy) Alternatives in 2026](https://crawlora.net/blog/decodo-alternatives): Compare the best Decodo (formerly Smartproxy) alternatives in 2026 — structured platform APIs, premium proxy networks, and generic scraping APIs.
- [Best SearchApi.io Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/searchapi-io-alternatives): Compare the best SearchApi.io alternatives in 2026 — Crawlora's multi-platform catalog, SerpApi, Bright Data SERP, and Oxylabs SERP API.
- [Do World Cup Sponsors Get a Search Boost? We Correlated 12 Brands Against 22 Years of Trends Data](https://crawlora.net/blog/world-cup-sponsors-search-correlation): We correlated 12 World Cup sponsors' Google Trends data against 'FIFA World Cup' search interest since 2004. Most show almost no real signal.
- [Is Web Scraping Legal in Japan? A 2026 Guide](https://crawlora.net/blog/is-web-scraping-legal-in-japan-2026): Web scraping under Japanese law in 2026: the permissive Copyright Act Article 30-4, the criminal risk under obstruction-of-business law, and where APPI applies.
- [Japan's Airbnb Market: How Regulation Built Professional Hosts](https://crawlora.net/blog/airbnb-jp-market-2026): We counted 95,548 Japan Airbnb listings. Its 26.8% Superhost rate — highest of any major market — traces to minpaku rules, and Osaka dwarfs Tokyo's labels.
- [Best You.com Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/you-com-alternatives): Compare the best You.com alternatives in 2026 — Tavily, Exa, Parallel AI, and Linkup for AI grounding, plus structured platform data.
- [Cloudflare Will Crawl the Web for You. It's Locked Out of 29% of Its Own Customers.](https://crawlora.net/blog/cloudflare-crawl-coverage-2026): We joined two top-1M censuses: 12.8% of the top 100,000 sites is closed to Cloudflare's /crawl endpoint, and 29.1% of Cloudflare's own footprint.
- [Every World Cup Since 2014, Visa's SEC Filings Call It Out By Name — Marketing Spend Swings From -9% to +44%](https://crawlora.net/blog/visa-world-cup-marketing-spend-2014-2026): Visa's SEC filings have named the World Cup every cycle since 2014 — marketing spend has swung from a 9% drop to a 44% jump. Real filings, real numbers.
- [Half of Popular Chrome Extensions Can See Every Page You Visit](https://crawlora.net/blog/chrome-extensions-that-see-everything-2026): Of the 1,776 Chrome extensions with 100,000+ users, 885 request access to every site you open — and 394 of those also declare they collect data.
- [How to Scrape CoinGecko in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-coingecko): Scrape CoinGecko in 2026 — DIY with the official API (free key, rate-limited), no-code, or a structured no-key API for prices, markets, and trends.
- [America's Airbnb Supply: 1.23M Listings, 171,840 Hosts](https://crawlora.net/blog/airbnb-us-market-2026): We counted 1,231,344 US Airbnb listings and their hosts. Superhost rates run 10.6% to 28% by metro, and vacation towns carry twice the listings per host.
- [Avengers: Doomsday Out-Searches Dune 100-to-1 — but Fans Are Mocking It. A 5-Platform 'Dunesday' Study](https://crawlora.net/blog/avengers-doomsday-dune-social-listening): Doomsday's trailer hit 100 on Google Trends; Dune never cleared 1. Yet Reddit runs on fatigue, YouTube defends it, and TikTok is Team Dune. We pulled all five.
- [Best Gumloop Alternatives in 2026 (No-Code & API Compared)](https://crawlora.net/blog/gumloop-alternatives): Compare the best Gumloop alternatives in 2026 — no-code AI-agent platforms like Zapier, Make, and n8n, plus scraping APIs like Crawlora and Apify.
- [The UK Airbnb Market: London's Listings Never Grow Up](https://crawlora.net/blog/airbnb-uk-market-2026): We counted 354,460 UK Airbnb listings. Half of London's have under 10 reviews and just 1.7% reach 200+ — Edinburgh, far smaller, has 10× the mature supply.
- [YouTube's Top Comment on the World Cup Final Cites a Stat. TikTok's Top Comment Is About Trump.](https://crawlora.net/blog/world-cup-2026-final-video-comments): YouTube's top World Cup final comment (14,000 likes) cites a stat. TikTok's top two, on a different clip, are both about Trump — not the match.
- [Best Agent.ai Alternatives in 2026 (Marketplaces & APIs Compared)](https://crawlora.net/blog/agent-ai-alternatives): Compare the best Agent.ai alternatives in 2026 — other AI-agent marketplaces like Clay and Apollo.io, plus the public-web-data API layer underneath them.
- [Best Zyte Alternatives in 2026 (Pricing, Proxies & APIs)](https://crawlora.net/blog/zyte-alternatives): Compare the best Zyte alternatives in 2026 — structured platform APIs, other proxy/scraper platforms, and open-source Scrapy alternatives.
- [FIFA 22 Is Delisted, Its Servers Are Dead — and Its Steam Score Never Moved](https://crawlora.net/blog/fifa-22-steam-reviews-server-shutdown): We mined FIFA 22's Steam reviews around EA's server shutdown. The Very Positive score never moved — reviews naming the dead servers are twice as negative.
- [The Official FIFA World Cup App Scores 2.65 Stars. Its Ticket App Scores 1.79.](https://crawlora.net/blog/world-cup-2026-official-app-reviews): FIFA's World Cup app averages 2.65 stars, its ticket app 1.79 — FIFA's year-round app holds 4.62. Real App Store and Google Play data, two days post-final.
- [World Cup Final Tickets Hit $2.3M — The Anti-Bot Data Behind Ticketing](https://crawlora.net/blog/world-cup-final-ticket-bots-2026): World Cup final tickets hit $2.3M on resale, but FIFA's own platform still had 252 unsold that morning. What the anti-bot data on Ticketmaster and AXS shows.
- [Best Oxylabs Alternatives in 2026 (Proxies, Pricing & APIs)](https://crawlora.net/blog/oxylabs-alternatives): Compare the best Oxylabs alternatives in 2026 — structured platform APIs, other proxy networks, generic scrapers, and open-source frameworks.
- [Best Web Scraper (webscraper.io) Alternatives in 2026 (Free & Paid)](https://crawlora.net/blog/webscraper-io-alternatives): Compare the best Web Scraper alternatives in 2026 — structured platform APIs, Apify's actor marketplace, no-code scrapers, and enterprise proxies.
- [The World Cup 2026 TikTok Wrap-Up: The Final Numbers](https://crawlora.net/blog/world-cup-2026-tiktok-wrap-up): #worldcup2026 views doubled (+116%) during the World Cup, but the typical creator's follower count fell in all 26 measured nations.
- [The World Cup Final Boo: How It Spread Across Reddit and TikTok, Hour by Hour](https://crawlora.net/blog/world-cup-2026-final-social-listening): Real Reddit and TikTok timestamps show the World Cup final crowd boo spread across 14 subreddits and dozens of accounts within hours — a live case study.
- [What America Searched For After the 2026 World Cup Final](https://crawlora.net/blog/world-cup-2026-final-search-trends): Hours after Spain beat Argentina at MetLife Stadium, 20 of the top 30 US Google Trends searches were World Cup-related, pulled live, not from a recap.
- [Best Lightpanda Alternatives in 2026 (Cloud Browsers & APIs)](https://crawlora.net/blog/lightpanda-alternatives): Compare the best Lightpanda alternatives in 2026 — other headless-browser-as-a-service providers, plus structured platform APIs for known platforms.
- [How To Scrape 10 Million Websites in 10 Minutes](https://crawlora.net/blog/scrape-10-million-websites-in-10-minutes): A system-design walkthrough: the queue, the worker fleet, the language choice, and the resource tuning behind a 16,000-req/s distributed web scraper.
- [How to Scrape Product Hunt in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-product-hunt): Get Product Hunt launch, product, and maker data in 2026 — the official GraphQL API, no-code tools, or one structured API — with real JSON examples.
- [The Job Market Runs on Workday: 63% of Open Reqs](https://crawlora.net/blog/job-market-runs-on-workday-2026): We counted 1,128,909 open jobs across 11,703 company career boards. Workday carries 63% by volume — far above its ~39% share of large employers.
- [The State of Web Scraping & Anti-Bot 2026](https://crawlora.net/blog/state-of-web-scraping-2026): We scanned the top 1 to 10 million sites to map how the open web defends itself: 53.5% run an anti-bot wall, 9.33% block AI crawlers, and 14.1% are dead.
- [105 SEC Filings Mention the World Cup in 2026 — Visa's Explains a 44% Marketing Jump](https://crawlora.net/blog/world-cup-2026-sec-filings): Visa's marketing spend rose 44%, and its SEC filing names the World Cup as part of why. A hotel REIT flagged it as a demand driver too.
- [Best Scrapeless Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/scrapeless-alternatives): Compare the best Scrapeless alternatives in 2026 — structured platform APIs, other generic scrapers, and enterprise proxy networks.
- [Claude Code vs Codex: Usage Limits Compared (July 2026)](https://crawlora.net/blog/ai-coding-war-usage-limits): OpenAI reset Codex quotas and Anthropic doubled Claude Code limits within a day of each other in July 2026 — what actually changed, and why.
- [How to Scrape PlayStation Store in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-playstation): Scrape PlayStation Store data in 2026 — game prices, editions, deals, and search results — DIY, no-code, or a structured API, with the legal reality.
- [What 1,610 Reviews of the Claude App Reveal: It's the Money, Not the Model](https://crawlora.net/blog/claude-app-reviews-money-not-model): We mined 1,610 App Store, Google Play, and Reddit posts about the Claude app. In all three, pricing and rate-limits beat quality complaints — every time.
- [Best Crawl4AI Alternatives in 2026 (Hosted APIs & Frameworks)](https://crawlora.net/blog/crawl4ai-alternatives): Compare the best Crawl4AI alternatives in 2026 — a hosted structured platform API, other free frameworks like Crawlee and Scrapy, and Firecrawl.
- [Best Scrapfly Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/scrapfly-alternatives): Compare the best Scrapfly alternatives in 2026 — structured platform APIs, other generic scrapers, enterprise proxies, and open-source frameworks.
- [How to Scrape Instacart in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-instacart): Scrape Instacart in 2026 — nearby stores, live product pricing, and search suggestions as structured JSON — DIY, no-code, or a structured API.
- [The State of AI Browser Extensions 2026: The Labs' Own Extensions Are the Worst-Rated](https://crawlora.net/blog/ai-browser-extensions-2026): We measured 39,241 AI Chrome extensions. The AI labs' own — Claude, ChatGPT — rate far below third-party aggregators like Sider and Monica. The data.
- [We Indexed All 976,925 SEC Filers: EDGAR Is Not a List of Companies](https://crawlora.net/blog/what-is-actually-in-sec-edgar-2026): 976,925 EDGAR filers indexed: only 4.7% are operating companies, Delaware incorporates 56%, and ETFs dominate the 13F ownership graph.
- [Best Linkup Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/linkup-alternatives): Compare the best Linkup alternatives in 2026 — Tavily, Exa, Parallel AI, and You.com for AI grounding, plus structured platform data from Crawlora.
- [Best Scrape.do Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/scrape-do-alternatives): Scrape.do gives every feature on every tier and 1,000 free calls a month. When that stops being enough, here are the alternatives by job, with real prices.
- [How to Scrape PitchBook in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-pitchbook): Scrape PitchBook company, fund, and investor profile data in 2026 — DIY, no-code, or a structured API — plus what's public vs. paid-terminal-only.
- [How to Scrape Yahoo Finance in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-yahoo-finance): Scrape Yahoo Finance in 2026 — DIY Python with yfinance (and why it gets rate-limited), no-code, or a structured API for quotes, history, and fundamentals.
- [X's App Store Rating Hasn't Moved Since Musk Bought It. The Reviews Have.](https://crawlora.net/blog/x-app-reviews-before-after-musk): We mined 92,088 App Store and Google Play reviews of X. The 4.6-star rating never budged — but written-review sentiment and topics shifted sharply after 2022.
- [Best Crawlbase Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/crawlbase-alternatives): Crawlbase bundles a crawling API, async crawler and storage from $3 per 1,000 requests. When that bundle fits, when it doesn't, and what to use instead.
- [Best HasData Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/hasdata-alternatives): Compare the best HasData alternatives in 2026 — Crawlora's documented endpoint catalog, other SERP APIs, and no-code visual scrapers.
- [Cloudflare Blocks AI Crawlers by Default in 2026: What Changed and What to Do](https://crawlora.net/blog/cloudflare-ai-crawler-block-2026): Cloudflare defaults to blocking AI Agent and Training crawlers on ad-supported pages from Sept 15, 2026 — what changed and how to still collect public data.
- [Codex vs Claude Code: What 1,828 Posts and Reviews Say That User Counts Cannot](https://crawlora.net/blog/codex-vs-claude-code-developer-corpus): OpenAI claims 8M users across Codex and ChatGPT Work. We mined 1,828 posts, comments and store reviews instead. Code quality was the least-argued topic.
- [How to Scrape Bluesky in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-bluesky): Bluesky is the most open platform in this series — AT Protocol needs no API key. See what a structured API adds instead, with real JSON.
- [Best Apple Podcasts Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-apple-podcasts-scraper-api): Compare the best Apple Podcasts APIs in 2026 for search, charts, show metadata, and episodes — what the free iTunes Search API can't do, and which tool fits.
- [Best MCP Servers for GitHub Copilot in 2026](https://crawlora.net/blog/best-mcp-servers-github-copilot-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as GitHub Copilot MCP servers — .vscode/mcp.json configs and which fits which job.
- [Best Spider.cloud Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/spider-cloud-alternatives): Compare the best Spider.cloud alternatives in 2026 — Firecrawl, Bright Data, and Crawlora's structured platform API for known platforms.
- [Best Web Scraping MCP Servers & Skills for Claude Code in 2026](https://crawlora.net/blog/best-web-scraping-mcp-servers-claude-code-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Claude Code MCP servers and Agent Skills — install commands, tool counts, and which fits which job.
- [Did Codex Really Overtake Claude Code? The 6M (Now 7M) User Number, Fact-Checked](https://crawlora.net/blog/codex-overtook-claude-code-fact-check): OpenAI says Codex plus ChatGPT Work hit 7M active users, and headlines called it overtaking Claude Code. Here is what the number actually measures.
- [Best Olostep Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/olostep-alternatives): Compare the best Olostep alternatives in 2026 — Firecrawl, Crawl4AI, and Crawlora's structured platform API for known-platform records.
- [Best YouTube Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-youtube-scraper-api): Compare the best YouTube data APIs in 2026 for transcripts, stats, comments, and search — what the official Data API can't do, and which tool fits.
- [Chrome Web Store Dataset API: Extension Market Intelligence (2026)](https://crawlora.net/blog/chrome-web-store-dataset-api): Search Chrome extensions, compare adoption and ratings, track history, and monitor permission or privacy changes with a structured dataset API.
- [How to Scrape Expedia in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-expedia): Scrape Expedia in 2026 — hotel search, detail, reviews, activities, and flights — DIY, no-code, or a structured API, with the legal basics.
- [How to Scrape Strava in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-strava): Strava runs an official OAuth API but explicitly bans scraping in its terms. Here's what's public (routes, clubs, challenges) and how to get it.
- [Best TikTok Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-tiktok-scraper-api): Compare the best TikTok data APIs in 2026 for profiles, video stats, comments, hashtag search, and ad-library data — since TikTok has no public data API.
- [Best WebScrapingAPI Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/webscrapingapi-alternatives): Compare the best WebScrapingAPI alternatives in 2026 — Crawlora's documented endpoints, ZenRows, ScraperAPI, and managed data-extraction services.
- [Free-to-Play Is Retreating on Steam — and Winning Anyway](https://crawlora.net/blog/free-to-play-steam-2026): Free-to-play is ~7% of Steam's 2024 releases and ~20% of the catalog — yet 35% of US top sellers and the #1 game by live players are free. The paradox, in data.
- [How to Scrape Agoda in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-agoda): Scrape Agoda in 2026 — hotel search, detail, homes, activities, and flights — DIY, no-code, or a structured API, with the legal basics.
- [How to Scrape Kalshi in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-kalshi): Kalshi's market data is public and keyless via its own REST API. Here's when to use it directly, and when a structured API is easier.
- [Best WebScraping.AI Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/webscraping-ai-alternatives): Compare the best WebScraping.AI alternatives in 2026 — Crawlora's flat credit weight, ScrapingBee, ZenRows, and other generic scraping APIs.
- [How to Scrape Pinterest in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-pinterest): Scrape Pinterest in 2026 — DIY Python, no-code tools, or a structured API for public pins, boards, and search — plus what the official API covers.
- [How to Scrape Upwork in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-upwork): Scrape Upwork job posts, budgets, and freelancer profiles in 2026 — why the official API is approval-gated, and a structured alternative via API.
- [The State of Steam 2026: What 10,000 Games Reveal](https://crawlora.net/blog/state-of-steam-2026): We ranked the top 10,000 Steam games by owners: the top 1% hold 33% of players, new-game prices hit $9.99, and native Linux support is fading despite the Deck.
- [Web Scraping with Python — The Complete 2026 Guide](https://crawlora.net/blog/web-scraping-with-python): Learn web scraping with Python step by step — requests + BeautifulSoup, pagination, Playwright for JavaScript pages, and when a scraping API beats DIY.
- [Best ParseHub Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/parsehub-alternatives): Compare the best ParseHub alternatives in 2026 — Crawlora's documented API, Octoparse, Web Scraper, and Apify's actor marketplace.
- [How to Scrape App Store & Google Play Reviews in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-app-store-reviews): Scrape App Store and Google Play reviews and ratings in 2026 — DIY Python, no-code, or a structured API — with the legal and rate-limit basics.
- [How to Scrape StockX in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-stockx): Scrape StockX in 2026 — resale prices, releases, and product data via DIY Python, no-code tools, or a structured API — plus what StockX's ToS allows.
- [Unaffordable America: The Salary You Need to Buy a Home, Mapped (2026)](https://crawlora.net/blog/housing-unaffordable-america-2026): The median US home costs 5.1x income; buying takes a $112,046 salary, $30K above what households earn. Mapped for 51 states + 100 cities via Redfin and Census.
- [We Said American Businesses Were the Most Online. Then Our Dataset Grew 6x.](https://crawlora.net/blog/google-business-online-ranking-flip-2026): At 12.4M Google Business listings the US led website coverage at 61.0%. At 76M listings across six countries, Canada (70.8%) and Germany (67.6%) beat it.
- [Best Valyu Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/valyu-ai-alternatives): Compare the best Valyu alternatives in 2026 — Tavily, Exa, Parallel AI for AI-grounded search, plus Crawlora's structured platform data.
- [How to Scrape Redfin in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-redfin): Scrape Redfin listings, estimates, and market trends in 2026 — DIY Python, no-code tools, or a structured API — with an honest look at its anti-bot defenses.
- [How to Scrape Rotten Tomatoes in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-rotten-tomatoes): Get Rotten Tomatoes Tomatometer and Audience Scores in 2026 — DIY, no-code, or a structured API — plus the real legal picture and licensing costs.
- [Scrape Data From a Website to Excel — 3 Ways That Work](https://crawlora.net/blog/scrape-website-to-excel): Three ways to scrape website data into Excel or Google Sheets — Power Query and IMPORTXML, no-code scrapers, and a schedulable Python + API script.
- [Web Scraping with AI — How Agents Get Web Data in 2026](https://crawlora.net/blog/web-scraping-with-ai): How AI agents scrape the web in 2026 — LLM extraction, MCP tool calls, n8n workflows — with working configs, and why anti-bot access is the bottleneck.
- [BeautifulSoup Tutorial — Python Web Scraping from Scratch](https://crawlora.net/blog/beautifulsoup-tutorial): A complete BeautifulSoup tutorial: install bs4, master find_all and CSS selectors, scrape a real site to CSV, handle pagination, and fix common errors.
- [Best Sessemi Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/sessemi-alternatives): Compare the best Sessemi alternatives in 2026 — Crawlora's maintained structured-endpoint catalog, ZenRows, Scrapfly, and ScrapingBee.
- [How to Scrape Indeed in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-indeed): Indeed's Publisher API is deprecated and its ToS restricts bots. What's actually accessible in 2026, the legal reality, and a structured API alternative.
- [How to Scrape Walmart in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-walmart): Scrape Walmart in 2026 — search, product detail, and reviews — DIY, no-code, or a structured API, with the legal reality (no self-serve API) up front.
- [Selenium Web Scraping in Python — A Practical 2026 Guide](https://crawlora.net/blog/selenium-web-scraping): Learn Selenium web scraping with Python in 2026: Selenium 4 setup, headless Chrome, WebDriverWait, real interactions, and when to switch to an API.
- [Best MCP Servers for Windsurf in 2026](https://crawlora.net/blog/best-mcp-servers-windsurf-2026): Firecrawl, Bright Data, Zyte, and Crawlora compared as Windsurf MCP servers — config, tool counts, and which fits which job.
- [How to Scrape Airbnb in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-airbnb): Scrape Airbnb in 2026 three ways — DIY Python, no-code, or a structured API for search, room details, reviews, and availability — with the legal basics.
- [How to Scrape Bing Search Results in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-bing): Scrape Bing search results in 2026 — DIY Python, no-code tools, or a structured API for web, image, news, and video data — and the Bing API retirement.
- [How to Scrape Whatnot in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-whatnot): Scrape Whatnot's live-show catalog — browse, categories, live show detail — via a structured API. Covers what's public vs. blocked, not in-stream bidding.
- [Web Scraping with Playwright — A Practical Python Guide](https://crawlora.net/blog/web-scraping-with-playwright): Web scraping with Playwright in Python: setup, locators, blocking assets, intercepting JSON responses, parallel contexts, and honest limits at scale.
- [Best Exa Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/exa-alternatives): Compare the best Exa alternatives in 2026 — Tavily, Linkup, Parallel AI, and You.com for AI-grounded search, plus structured platform data from Crawlora.
- [How to Scrape Facebook Marketplace in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-facebook-marketplace): Facebook Marketplace has no public API, and Meta's terms require its permission before automated access — the DIY, no-code, and API options anyway.
- [How to Scrape Twitter/X in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-twitter-x): Three ways to scrape Twitter/X in 2026 — DIY Python, no-code tools, or a structured API for public profiles, posts, and timelines — with the legal basics.
- [How to Scrape Vinted in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-vinted): Three ways to scrape Vinted listings, items, and members in 2026 — DIY Python, no-code tools, or a structured API — what each returns and the legal basics.
- [Search vs. Store: The AI Apps America Downloads but Doesn't Google (2026)](https://crawlora.net/blog/search-vs-store-2026): Google Trends demand vs. live US App Store charts for 40 AI apps: search and rank barely align — only ChatGPT tops both; Gemini rides distribution.
- [Best Tavily Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/tavily-alternatives): Compare the best Tavily alternatives in 2026 — Exa, Linkup, Parallel AI, and self-hosted SearXNG, plus structured platform data from Crawlora.
- [How to Scrape Manga Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-manga-database): Scrape manga catalog data in 2026 — titles, scores, genres, and rankings from AniList's public database — DIY, no-code, or a structured API.
- [How to Scrape Trip.com in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-tripcom): Scrape Trip.com hotel search and detail data in 2026 — DIY, no-code, or a structured API, hotel-only coverage, plus the legal basics.
- [Scrapy Tutorial - Build Your First Python Spider in 2026](https://crawlora.net/blog/scrapy-tutorial): A practical Scrapy tutorial: project setup, your first spider, CSS selectors, pagination with response.follow, pipelines, and production settings.
- [Web Scraping with Golang — Colly, goquery, and Concurrency](https://crawlora.net/blog/web-scraping-with-golang): Build a fast Go web scraper: net/http and goquery, Colly with pagination and rate limits, worker-pool concurrency, chromedp, and the anti-bot wall.
- [How to Scrape Anime Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-anime-database): Scrape anime data in 2026 — search, titles, characters, staff, rankings, airing schedules — DIY, no-code, or a structured API, with the legal picture.
- [How to Scrape Metaculus in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-metaculus): Metaculus runs a mostly keyless official API for questions and forecasts, and its Terms of Use ban scraping the site itself. Here's how to use it.
- [Payday Lenders Are Shrinking. The Company That Bought Yours Isn't.](https://crawlora.net/blog/storefront-lending-consolidation-2026): 27,591 US storefront lenders, owned by public companies, private equity, and a Mexican conglomerate. Payday is shrinking; installment lending is growing.
- [Scrape a Website to Google Sheets — IMPORTXML to API](https://crawlora.net/blog/scrape-website-to-google-sheets): How to scrape a website to Google Sheets: IMPORTXML with real XPath, IMPORTHTML, IMPORTDATA, an Apps Script auto-refresh, and a Python + API pipeline.
- [Web Scraping with Node.js — Fetch, Cheerio, and Puppeteer](https://crawlora.net/blog/web-scraping-with-nodejs): Scrape sites in Node.js with native fetch and Cheerio, render JavaScript pages with Puppeteer, and know when a scraping API is the better call.
- [A US Senator Is Now Investigating the Two Companies That Own Your Kid's Daycare](https://crawlora.net/blog/childcare-pe-consolidation-2026): KinderCare and Learning Care Group, both named in a 2026 Senate PE investigation, run ~2,400 US childcare centers under 13 storefront names.
- [Are Songs Really Getting Shorter? 6,618 Hot 100 Hits, 1959–2025](https://crawlora.net/blog/song-length-2026): We measured every Billboard Hot 100 hit from 1959–2025 on Spotify: length peaked at 4:39 in 1992, fell to 3:13 by 2019, and 2025's rebound is in the average.
- [How to Scrape Box Office Mojo in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-box-office-mojo): Box Office Mojo has no public API. Pull grosses, weekend charts, and franchise data via DIY scraping, an enterprise license, or a structured API.
- [How to Scrape Instagram in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-instagram): Three ways to scrape Instagram in 2026 — DIY Python, no-code tools, or a structured API for public profiles, posts, and reels — with the legal basics.
- [How to Scrape Zalando in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-zalando): Three ways to scrape Zalando search, product, and category data across 25 European markets in 2026 — DIY Python, no-code tools, or a structured API.
- [How to Scrape Mercari in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-mercari): Scrape Mercari in 2026 — search, item detail, and taxonomy via DIY Python, no-code tools, or a structured API — plus what Mercari's ToS allows.
- [How to Scrape Poshmark in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-poshmark): Scrape Poshmark in 2026 — listings, closets, brands, and trends via DIY Python, no-code tools, or a structured API — plus what Poshmark's ToS allows.
- [How to Scrape TripAdvisor in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-tripadvisor): Scrape TripAdvisor in 2026 — DIY Python, no-code, or a structured API for hotel, restaurant, and attraction search plus reviews — with the legal basics.
- [Private Equity Bought 800 HVAC Companies. We Couldn't Find Almost Any of Them.](https://crawlora.net/blog/hvac-plumbing-invisible-rollup-2026): Private equity bought ~800 HVAC and plumbing firms since 2022. We mapped 30,336 listings and found almost no trace of it. Here is why.
- [We Fingerprinted 1,000,000 Websites: Cloudflare, WordPress, and the CAPTCHA Cross-Check](https://crawlora.net/blog/what-powers-the-web-techstack-2026): 1,000,000 sites fingerprinted: Cloudflare fronts 35.8%, WordPress runs 65.1% of every CMS site, and CAPTCHA prevalence has jumped to 16.9%.
- [Best AI Agent Skills & MCP Server Marketplaces in 2026](https://crawlora.net/blog/best-ai-agent-skills-marketplaces-2026): Skills.sh, mcpservers.org, Smithery, Glama, and claudemarketplaces.com compared — traffic, listing mechanics, and where to find or list a tool.
- [How to Scrape Fiverr in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-fiverr): Scrape Fiverr gigs, prices, and seller profiles in 2026 — there's no public read API, so here's what the ToS allows and a structured API alternative.
- [How to Scrape Google Reviews in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-google-reviews): Collect Google reviews — ratings, review text, author, and dates — as structured JSON via API, why the official Places API caps out, and the legal basics.
- [How to Scrape TrustMRR in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-trustmrr): Scrape TrustMRR's verified startup revenue, leaderboard, and marketplace data in 2026 — DIY Python, no-code tools, or one structured API — with real JSON.
- [How Websites Prevent Web Scraping in 2026 (and What Still Works)](https://crawlora.net/blog/how-websites-prevent-web-scraping-2026): 53.5% of the top 1M sites run an anti-bot wall. How TLS/browser fingerprinting, IP reputation, and Cloudflare detect scrapers — and what still gets through.
- [Best Instagram Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-instagram-scraper-api): Compare the best Instagram data APIs in 2026 for profiles, posts, reels, comments, and hashtag search — what the Graph API can't do, and which tool fits.
- [How to Scrape Zillow in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-zillow): Three ways to scrape Zillow in 2026 — DIY Python, no-code tools, or a structured API for property search and listing details — with the legal basics.
- [The Company That Makes M&M's Is America's Largest Veterinary Chain](https://crawlora.net/blog/vet-mars-jab-ownership-2026): A candy company and a coffee conglomerate own the two largest US veterinary chains. We mapped 46,405 listings to measure it two ways.
- [Best Zillow Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-zillow-scraper-api): Compare the best Zillow data APIs in 2026 — why Bridge API is MLS-gated, real pricing across Bright Data, Oxylabs, Apify, HasData, and which fits.
- [Private Equity and Hospitals Are Buying Urgent Care at Exactly the Same Rate](https://crawlora.net/blog/urgent-care-dual-consolidation-2026): Private equity and hospital systems each own 18% of US urgent care. We also found a listing artifact that inflates the count.
- [Best Trustpilot Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-trustpilot-scraper-api): Compare the best Trustpilot review data APIs in 2026 — what the official API cannot do, and how Crawlora, Bright Data, Oxylabs, and Apify compare.
- [Google Has Two Categories for Physical Therapy. They Give Opposite Answers.](https://crawlora.net/blog/physical-therapy-sibling-categories-2026): Two Google categories for the same service, near-identical size, opposite composition. Pick wrong and you get the wrong owner entirely.
- [Best Airbnb Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-airbnb-scraper-api): Compare the best Airbnb data APIs in 2026 — why there's no official API, plus real pricing from Bright Data, Oxylabs, Apify, and AirDNA.
- [One Company Makes Your Lenses, Owns the Store, and Sells You the Insurance](https://crawlora.net/blog/optometry-vertical-integration-2026): Two companies dominate US eye care and barely share a category. One makes the lenses, owns the brands, the stores, and your vision insurance.
- [Apple Podcasts Scraper API: Charts, Shows & Episodes](https://crawlora.net/blog/how-to-scrape-apple-podcasts): Use an Apple Podcasts scraper API for chart rankings, show metadata, episodes, and search as JSON, and see where the iTunes Search API falls short.
- [Best Reddit Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-reddit-scraper-api): Compare the best Reddit data APIs in 2026 after Reddit blocked unauthenticated JSON access — official API, Apify, Bright Data, and structured alternatives.
- [Rite Aid Has Zero Stores. Our Data Still Shows 1,100 of Them.](https://crawlora.net/blog/pharmacy-closure-blindspot-2026): Rite Aid closed every store in October 2025. This dataset still shows about 1,100 of them. Listing data cannot see a chain die.
- [Best eBay Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-ebay-scraper-api): Compare the best eBay data APIs in 2026 for search, item, and seller data — where the official eBay API falls short, and which tool fits.
- [We Measured Ownership in 30 Industries. In Some, the Data Simply Can't See It.](https://crawlora.net/blog/consolidation-detectability-2026): Across 30 studies one method produced an 18x range in how visible ownership is. Six mechanisms decide whether you can see it at all.
- [Best Twitter/X Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-twitter-x-scraper-api): Compare the best Twitter/X data APIs in 2026 — official pricing tiers, TwitterAPI.io, SocialData.tools, Bright Data, Oxylabs, and Apify — and how to pick.
- [The Same Query Says This Duopoly Is 36% or 71%. Only the Sort Order Changed.](https://crawlora.net/blog/dialysis-sort-order-bias-2026): Change only the sort order and the same dialysis duopoly measures 36% or 71%. Which giant looks dominant flips entirely.
- [How to Scrape Trustpilot Reviews in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-trustpilot-reviews): Three ways to scrape Trustpilot reviews and ratings in 2026 — DIY Python, no-code tools, or a structured API — what each returns and the legal basics.
- [We Found the Most Fragmented Industry in America. Then We Found the Wrong Category.](https://crawlora.net/blog/medspa-category-misdirection-2026): The med spa category looks like the most fragmented industry we have measured. The chains are all filed one category over.
- [World Cup 2026 TikTok Creators by the Numbers](https://crawlora.net/blog/world-cup-creators-2026): The World Cup's biggest TikTok creators aren't in the USA or Brazil — they're in Saudi Arabia, Egypt and the Andes. We ranked all 26 nations by creator size.
- [Google Maps Lead Generation in 2026: Best Tools to Get Business Leads with Email](https://crawlora.net/blog/google-maps-lead-generation-2026): Turn Google Maps into a list of reachable local business leads with verified emails in 2026 — the tools, the 3 hidden catches, and how to choose by buyer.
- [The TikTok World Cup: Who the Internet Actually Talks About](https://crawlora.net/blog/tiktok-world-cup-2026): On TikTok, #messi (700B views) beats #ronaldo (580B) — and a 17-year-old outranks Haaland. We ranked the 2026 World Cup by hashtag hype, not followers.
- [America's Third-Largest Fitness Chain Has 2,671 Locations. A Gym Census Finds 262.](https://crawlora.net/blog/fitness-category-invisibility-2026): We counted every major fitness chain in 132M Google Business listings. The biggest operators don't have their names on any door — and one is nearly invisible.
- [We Followed 173 Million Domains for 8 Years. ~40M Died.](https://crawlora.net/blog/how-much-of-the-web-has-died-since-2018): We tracked 172.9M domains across 80 Common Crawl archives (2018–2026). About 40M are dead — but vanishing from a crawl over-counts death by about a third.
- [Are App Store Reviews Real? We Read 5 Million of Them](https://crawlora.net/blog/are-app-store-reviews-real-2026): We read ~5M recent App Store & Google Play reviews. The star badge hides a hollow middle: ~80% are 1 or 5 stars, recent iOS averages just 3.15 stars.
- [The Podcast Gold Rush and the Graveyard You Can't See](https://crawlora.net/blog/podcast-gold-rush-2026): Only ~11–16% of podcasts are active — discovery hides the rest. The findable median has ~250 episodes, and AI now publishes more new shows than humans.
- [How to Scrape Shopify Stores in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-shopify-stores): Three ways to scrape Shopify store products and collections in 2026 — DIY Python, no-code tools, or a structured API — what each returns and the legal basics.
- [What Predicts a Google Rating Isn't Price. It's Whether You Book a Slot.](https://crawlora.net/blog/rating-booking-vs-price-2026): We measured ratings across 19 US industries and eight gym chains. Appointment-based businesses beat walk-in ones by half a star — and price barely matters.
- [Best LinkedIn Scraper APIs in 2026: How to Choose](https://crawlora.net/blog/best-linkedin-scraper-api): Compare LinkedIn data APIs in 2026 — why no general-purpose LinkedIn API exists, real third-party options and pricing, and why Proxycurl shut down.
- [Independents Out-Rate Chains in 15 of 16 Industries. The Exception Is Self-Storage.](https://crawlora.net/blog/independent-premium-2026): We measured every rated US listing in 16 categories, 569,422 in all. The independent premium is real, ranges from 0.06 to 0.71 stars, and we can't explain it.
- [How Many Streaming Subscriptions Do You Need in 2026?](https://crawlora.net/blog/streaming-fragmentation-2026): How many streaming services do you need in 2026? We mapped the 100 most-popular US titles: it takes 11 (~$152/mo) to watch them all — about what cable cost.
- [Product Hunt Trends 2013–2026: How AI Agents Took Over Startup Launches](https://crawlora.net/blog/product-hunt-trends-2013-2026): Product Hunt trends, 2013–2026: we read every leaderboard. AI agents went from 0 to 9 of the annual Top 10 by 2025, and the trend rotates monthly, not yearly.
- [866 Businesses Share One Wyoming Address. The Denser Ones Are All Hospitals.](https://crawlora.net/blog/same-address-clusters-2026): We found the densest points in US business data at 3.7cm precision. Three unrelated things produce the same signature, and only one is what you'd guess.
- [How Much of the Web Runs Anti-Bot? We Scanned the Top 1,000,000 Sites](https://crawlora.net/blog/anti-bot-adoption-index-2026): We scanned the top 1,000,000 sites: 53.5% of the reachable web runs a managed anti-bot or WAF — and, surprisingly, the busiest sites run the least.
- [How to Scrape eBay in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-ebay): Three ways to scrape eBay listings, items, and sellers in 2026 — DIY Python, no-code tools, or a structured API — what each returns and the legal basics.
- [One in Three Rated US Businesses Shows a Perfect 5.0. Bus Stops Do Better.](https://crawlora.net/blog/five-star-illusion-2026): We measured every star rating in 20M US business listings. The perfect score is the single most common rating, and the reason isn't what you'd expect.
- [Why Reddit Blocked Unauthenticated JSON in 2026 (and How to Still Get Reddit Data)](https://crawlora.net/blog/reddit-json-api-blocked-2026): Reddit deprecated unauthenticated .json endpoints in 2026 (now 403). Why it happened — AI data licensing and bots — and how to get Reddit data now.
- [Your Scraper Works Locally but Returns 403 on a Server. Here's Why.](https://crawlora.net/blog/scraper-403-on-server-works-locally): Your scraper works locally but 403s from a server? Usually it's IP reputation, TLS fingerprinting, or headless detection — how to tell which, and fix it.
- [14% of the Web Is Actually Dead](https://crawlora.net/blog/how-much-of-the-web-is-dead-2026): Only 14% of the top 10 million domains are genuinely dead — not the usual 27.6%. Nearly half of the 'dead' web is just blocking bots or serving errors.
- [How Many AI Apps Are on the App Store? 1,490 Analyzed (2026)](https://crawlora.net/blog/ai-apps-app-store-2026): How many AI apps are on the App Store? We analyzed 1,490: 84% launched since ChatGPT, the median has just 171 ratings, and five apps hold 45% of all ratings.
- [GitHub's Security Researchers Have the Steepest Follower Curve of Any Specialty We've Measured](https://crawlora.net/blog/where-security-researchers-live-github-2026): We re-sliced our GitHub census by the security tag: the US leads (unlike AI/ML), and followers skew further from GitHub's norm than any domain we've checked.
- [The AI App Graveyard: 8,505 Apps, and the Median Has 10 Ratings](https://crawlora.net/blog/ai-app-graveyard-2026): We pulled 8,505 AI apps off the App Store — 5.7× our first study. The median has 10 ratings, 87% have under 1,000, and the flood is still accelerating.
- [How to Scrape Google Trends in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-google-trends): Get Google Trends data in 2026 — interest over time, rising and top queries, and trending searches — as structured JSON via API, with the legal basics.
- [How Paywalls Actually Work: The Engineering Behind Them](https://crawlora.net/blog/how-paywalls-work): How news paywalls work: hard vs metered, client- vs server-side rendering, the Googlebot JSON-LD contract, and why some are easy to read and others aren't.
- [Scraping Sites That Block Bots: Cloudflare, DataDome & PerimeterX](https://crawlora.net/blog/scraping-sites-that-block-bots): Why scrapers get blocked by Cloudflare, DataDome and PerimeterX — and how to get through reliably with stealth browsers, IP rotation and clearance reuse.
- [Google vs Bing vs Brave: Do Results Match?](https://crawlora.net/blog/google-vs-bing-vs-brave-serp-study-2026): We compared the top 10 Google, Bing & Brave results for 15 searches: they share the #1 result just 29% of the time. Each engine is a different internet.
- [How to Scrape Brave Search in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-brave-search): Three ways to scrape Brave Search in 2026 — DIY Python, no-code tools, or a structured API for web, news, and video results — with the legal basics.
- [Best AI Web Scraping Tools in 2026: How to Choose](https://crawlora.net/blog/best-ai-web-scraping-tools-2026): Compare the best AI web scraping tools in 2026 — AI-native extractors, structured data APIs, and no-code scrapers — on accuracy, reliability, and cost.
- [Best Web Search APIs for AI Agents in 2026](https://crawlora.net/blog/best-web-search-apis-for-ai-agents-2026): The best web search APIs for AI agents and RAG in 2026 — LLM-ready answer APIs (Tavily, Exa) vs raw SERP APIs (Serper, SerpApi, Crawlora) compared on cost.
- [AI vs Traditional Web Scraping: Which Wins, When](https://crawlora.net/blog/ai-vs-traditional-web-scraping): AI vs traditional web scraping: how LLM extraction, CSS selectors, and structured data APIs differ — and when each one wins for clean, reliable data.
- [Web Scraping vs API: Which Should You Use in 2026?](https://crawlora.net/blog/web-scraping-vs-api): Official APIs are stable but partial and now priced per call. Scraping covers what they omit. Real 2026 quotas and prices, and a decision rule for each case.
- [Web Scraping for AI Training Data: A Compliant Guide](https://crawlora.net/blog/web-scraping-for-ai-training-data): How to source web data for AI training and RAG compliantly — provenance, licensing, robots and terms, dedupe, and PII — without maintaining scrapers.
- [Best SerpApi Alternatives in 2026 (Cheaper SERP APIs Compared)](https://crawlora.net/blog/serpapi-alternatives): Compare the best SerpApi alternatives in 2026 — cheaper SERP APIs by features, engine coverage, and real cost per 1,000 searches, plus when to keep SerpApi.
- [How to Scrape Real Estate Listings in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-real-estate-listings): How to scrape real estate listings in 2026 — DIY Python, no-code tools, or a structured API for Zillow property data — with the legal basics and portal tips.
- [How to Scrape Google Scholar in 2026 (Python & API)](https://crawlora.net/blog/how-to-scrape-google-scholar): Collect Google Scholar results — titles, authors, citation counts, and links — despite there being no official API, plus why it blocks scrapers and what works.
- [Airbnb's Global Supply Map: Where 7.85M Listings Actually Are](https://crawlora.net/blog/airbnb-listings-by-country-2026): We censused 7.85M Airbnb listings across 60+ countries — about 90% of Airbnb's own inventory. Supply, price bands and ratings by country, mapped.
- [Best ScraperAPI Alternatives in 2026 (Free & Paid Compared)](https://crawlora.net/blog/scraperapi-alternatives): Compare the best ScraperAPI alternatives in 2026 — structured APIs, generic scrapers, proxy networks, and SERP APIs — on output, anti-bot, and real cost.
- [Best Firecrawl Alternatives in 2026 (Hosted & Open-Source)](https://crawlora.net/blog/firecrawl-alternatives): Compare the best Firecrawl alternatives in 2026 — structured APIs, AI extractors, generic scrapers, enterprise proxies, and open-source self-hosted tools.
- [Product Hunt API Commercial Use Terms (2026 Guide)](https://crawlora.net/blog/product-hunt-api-commercial-use-guide): Using Product Hunt data commercially? See what Product Hunt's API docs and site terms actually permit, plus a pre-launch compliance checklist.
- [Getting Google Finance Data via API](https://crawlora.net/blog/google-finance-api-guide): Google shut its Finance API in 2012. What GOOGLEFINANCE() in Sheets still gives you, what it can't, and how to get quotes, charts, financials and news as JSON.
- [India, Not the US, Has the Most AI Developers on GitHub](https://crawlora.net/blog/where-ai-developers-live-github-2026): We re-sliced our 973K GitHub census around the ml-ai tag: India leads AI/ML developer geography, and this group is far more reachable than GitHub overall.
- [How to Scrape LinkedIn in 2026 (Legally): Company Data via API](https://crawlora.net/blog/how-to-scrape-linkedin): Collect public LinkedIn company, product, and showcase data via API in 2026 — what's safe, the legal limits, and why personal profiles are off-limits.
- [How to Scrape TikTok in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-tiktok): Three ways to scrape TikTok in 2026 — DIY Python, ready-made tools, or a structured API — what each returns, where it breaks, and the legal basics.
- [Where Airbnb Has More Listings Than Homes For Sale](https://crawlora.net/blog/airbnb-vs-housing-market-2026): We joined Crawlora's Airbnb and Housing datasets by metro. In Gatlinburg, Savannah and Orlando, active Airbnb listings outnumber homes currently for sale.
- [How to Scrape YouTube in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-youtube): Three ways to scrape YouTube in 2026 — DIY Python, ready-made tools, or a structured API for videos, search, comments, and transcripts — with the legal basics.
- [How to Scrape Reddit in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-reddit): Three ways to scrape Reddit posts, comments, and subreddits in 2026 — DIY Python, no-code tools, or a structured API — what each returns and the legal basics.
- [Bing Search API Alternatives in 2026](https://crawlora.net/blog/bing-search-api-alternatives): Compare Bing Search API replacements for ranked JSON, an independent search index or AI grounding. Choose an alternative and follow the migration steps.
- [Using the Bing Search API for Rank Tracking](https://crawlora.net/blog/bing-search-api-rank-tracking): Bing visibility differs from Google. Here is how to use a Bing Search API for rankings — recording positions, URLs, and snippets to build a Bing rank tracker.
- [How to Scrape Google Maps in 2026: API and Python Guide](https://crawlora.net/blog/how-to-scrape-google-maps): Three ways to scrape Google Maps business listings and reviews in 2026 — DIY Python, no-code, or a structured API — what each returns and the legal basics.
- [Best Google Maps Scraping APIs in 2026: How to Choose](https://crawlora.net/blog/best-google-maps-scraping-api): Compare the best Google Maps scraping APIs in 2026 — structured place APIs, dedicated Maps scrapers, and the Places API — on fields, reviews, and cost.
- [Where the World's Developers Actually Live: A Census of 973K GitHub Profiles](https://crawlora.net/blog/where-developers-live-github-2026): We enriched 972,576 public GitHub profiles: geography, employers, and a follower distribution so skewed that 95% of developers sit under 100 followers.
- [How to Scrape Amazon Product Data in 2026 (API & Python)](https://crawlora.net/blog/how-to-scrape-amazon-product-data): Three ways to scrape Amazon product data, prices, and reviews in 2026: DIY Python, no-code, or a structured API — what each returns and the legal basics.
- [Best Amazon Scraping APIs in 2026: How to Choose](https://crawlora.net/blog/best-amazon-scraping-api): Compare the best Amazon scraping APIs in 2026 — structured product APIs, generic scrapers, and proxy networks — on data depth, reliability, and cost.
- [Give Your AI Agent Live Web Data with MCP](https://crawlora.net/blog/ai-agent-web-data-mcp): Connect Crawlora's hosted MCP server to your AI agent for live, structured web data — search, maps, e-commerce, finance — via tool calls, not scraping code.
- [Best SERP APIs in 2026 for Rank Tracking and Search Data](https://crawlora.net/blog/best-serp-api): Compare the best SERP APIs in 2026 — engine coverage, AI Overviews, structured output, and real cost per query — across Google, Bing, and Brave.
- [How SERP Monitoring APIs Work (and How to Build a Rank Tracker)](https://crawlora.net/blog/how-serp-monitoring-apis-work): What a SERP monitoring API does, how snapshots become rank tracking, and how to build a multi-engine rank tracker across Bing, Brave, and DuckDuckGo.
- [Best Web Scraping APIs in 2026: How to Choose](https://crawlora.net/blog/best-web-scraping-apis-2026): Compare the best web scraping APIs in 2026 — structured platform APIs, generic scrapers, and proxy networks — on success rate, cost per request, and fit.
- [Proxies for Web Scraping, Explained (2026)](https://crawlora.net/blog/proxies-for-web-scraping-explained): Datacenter, residential, ISP and mobile proxies on 2026 $/GB, detectability and fit, plus rotating vs sticky sessions and when an API removes the choice.
- [Shopify vs. WooCommerce: The CDN Gap Nobody Talks About](https://crawlora.net/blog/shopify-vs-woocommerce-techstack-2026): We split Crawlora's tech-stack dataset by ecommerce platform: Shopify stores sit behind Cloudflare 97.5% of the time. WooCommerce stores? Just 40.6%.
- [Is Web Scraping Legal in 2026? A Practical Guide](https://crawlora.net/blog/is-web-scraping-legal-2026): A practical 2026 guide to web scraping and the law: public vs private data, hiQ/CFAA, terms of service, copyright, and GDPR/CCPA, with a do/don't checklist.