Crawlora Agent Skills are 176 installable SKILL.md workflows that teach Claude Code, Codex and other agents to fetch structured public web data (marketplaces, search, social, finance, travel, jobs) as JSON from the Crawlora API. Install one, set CRAWLORA_API_KEY, and ask your agent the question. The free tier includes 2,000 credits a month, and only successful calls are billed.
Install a single skill, or every skill, with the skills CLI. Claude Code and Codex can also add the repository as a plugin marketplace.
Any agent (skills CLI)
npx skills add github.com/Crawlora-org/crawlora-skills --skill product-price-research
# every skill
npx skills add github.com/Crawlora-org/crawlora-skills --all
export CRAWLORA_API_KEY=sk_your_key_hereClaude Code
/plugin marketplace add Crawlora-org/crawlora-skills
/plugin install crawlora-skills@crawlora-skills
export CRAWLORA_API_KEY=sk_your_key_hereCodex
codex plugin marketplace add Crawlora-org/crawlora-skills
codex plugin add crawlora@crawlora
export CRAWLORA_API_KEY=sk_your_key_hereGet a key on the free plan. Skills authenticate with the x-api-key header against api.crawlora.net; see the getting started guide for the request format.
Skills and the hosted MCP server read the same endpoint catalog. They differ in what your agent holds and how it is set up.
| Agent skill | MCP server | Direct REST | |
|---|---|---|---|
| What the agent receives | Instructions plus a curl helper and an endpoint reference, loaded when the task matches | Callable tools served by a hosted MCP server | Whatever your own code sends and parses |
| Setup | One install command and CRAWLORA_API_KEY | Add the server URL and an Authorization header | Write and maintain the client |
| Best when | You want a ready research workflow with the endpoint choices already made | The agent should pick and call individual endpoints as tools | A fixed pipeline in your own backend |
Prefer tool calls? See the hosted MCP server and the guide for AI agents.
Every skill below installs on its own with npx skills add github.com/Crawlora-org/crawlora-skills --skill <skill id>. Coverage counts come from the endpoint reference generated into each skill.
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Crawlora — structured public web data crawlora | Fetches structured public web data through Crawlora's hosted REST API, including broad search, bounded web crawls, and durable cross-corpus research jobs. Calls require a user-provided API key and successful requests may consume credits. Use for public… | 3,673 endpoints · 475 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Business & software review research business-review-trust-research | Researches software/SaaS products, business reputation, and crowdfunding campaigns via the Crawlora API — Product Hunt launches/makers/alternatives, Trustpilot business reviews, TrustMRR revenue-verified startups, Capterra software reviews, BBB (Better… | 49 endpoints · 6 platform groups | |
Business complaint pattern analysis business-complaint-pattern-analysis | Analyze public BBB business complaint narratives, response threads, statuses, and reporting-window totals using Crawlora. Use for a sourced complaint-pattern or response-process comparison with business identity, incomplete lists, redactions, allegations… | ||
Competitor intelligence competitor-intelligence | Compare companies or products using Crawlora website extraction, traffic estimates, reviews, product listings, and hiring data. Use for competitor briefs, positioning and pricing comparisons, or evidence-backed competitive battlecards. | 17 endpoints · 7 platform groups | |
Customer-feedback analysis customer-feedback-analysis | Analyze public customer reviews and discussions through Crawlora to identify complaint themes, feature requests, praise, and competitive gaps. Use for voice-of-customer briefs and product-feedback comparisons with cited examples and explicit sample counts. | 19 endpoints · 7 platform groups | |
Local business reputation research local-business-reputation-research | Researches public local-business profiles, ratings, reviews, complaints, Scam Tracker patterns, menus, and photos across Yelp, BBB, Trustpilot, and OpenTable using the Crawlora API. Use for vendor due diligence, reputation comparisons, or bounded scam-report… | 36 endpoints · 4 platform groups | |
Software vendor shortlisting software-vendor-shortlisting | Build a requirements-based software shortlist using Crawlora product discovery, public vendor pages, and review samples. Use to compare vendors against must-haves, pricing assumptions, integration needs, and demo questions before a buying decision. | 8 endpoints · 4 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Amazon product research amazon-research | Researches products, prices, availability, and search suggestions on Amazon (amazon.com) using the Crawlora API, returning clean JSON. Use when the user asks to find a product on Amazon, look up an ASIN's price/details, or pull Amazon autocomplete/keyword… | 5 endpoints · 1 platform group | |
Auction research auction-research | Researches Bonhams auctions and lots via the Crawlora API — upcoming and past sales, lot search, estimates, realized prices, departments, and auction detail — returning clean JSON. Use when the user wants auction-house research, comparable lots, sale… | 5 endpoints · 1 platform group | |
Chain store footprint analysis chain-store-footprint-analysis | Compare observed chain-store coverage using Crawlora Starbucks directories, live chain locators, and Google Maps business records. Use for branch counts, geographic overlap, amenity coverage, or footprint gaps within a defined area with source caps and… | 13 endpoints · 4 platform groups | |
Collectibles market research collectibles-market-research | Researches public trading-card and sports-collectible markets through the Crawlora API — card identity, PSA certification and price-guide evidence, live listings, auctions, sold items, and market trends. Use when the user wants a sourced collector or buying… | 82 endpoints · 10 platform groups | |
Consumer product opportunity consumer-product-opportunity | Assess a physical consumer-product idea using public search-interest signals, marketplace listings, and sampled customer feedback in a specified market. Use for product-launch hypotheses, not one-off shopping, market-size estimates, or profit forecasts. | 18 endpoints · 5 platform groups | |
Costco research costco-research | Researches Costco products, categories, warehouse stock/availability, and reviews using the Crawlora API, returning clean JSON. Use when the user asks to find a Costco product, check delivery/warehouse availability, browse Costco categories, or pull Costco… | 6 endpoints · 1 platform group | |
Deal discovery research deal-discovery-research | Find and compare Slickdeals and RetailMeNot offers through Crawlora deal search, categories, advanced facets, deal detail, and community comments. Use to find discounts, assess a posted bargain, or build a current deal shortlist with eligibility and expiry… | 24 endpoints · 2 platform groups | |
eBay research ebay-research | Researches eBay listings, items, and sellers using the Crawlora API, returning clean JSON. Use when the user asks to search eBay, look up an item's details, or vet a seller's reputation and shop listings — instead of scraping eBay pages. | 10 endpoints · 1 platform group | |
Fiverr research fiverr-research | Researches Fiverr gigs and sellers via the Crawlora API — search gigs by keyword, pull a gig's full detail (packages, pricing tiers, rating, seller summary), and look up a seller's profile — returning clean JSON. Use when the user wants to find freelance… | 3 endpoints · 1 platform group | |
H&M research hm-research | Researches H&M's catalog — storefront categories, product listings, product detail, free-text search, and nearby physical stores — using the Crawlora API, returning clean JSON. Use when the user asks to find a product on H&M, browse an H&M category, search… | 7 endpoints · 1 platform group | |
Kohl's research kohls-research | Researches Kohl's catalog by browsing its category taxonomy (products, prices, ratings, and facets), pulls product reviews by web_id, finds nearby Kohl's stores, and returns search-box typeahead suggestions — all via the Crawlora API as clean JSON. Use when… | 4 endpoints · 1 platform group | |
Lululemon research lululemon-research | Researches Lululemon's catalog — category navigation, category listings, product detail with pricing/sizes/reviews, curated outfit recommendations, and the physical store directory — using the Crawlora API, returning clean JSON. Use when the user asks to… | 5 endpoints · 1 platform group | |
Luxury resale research luxury-resale-research | Research luxury-fashion and watch resale listings, sold evidence, condition, and seller signals across specialist marketplaces. Use for sourcing or evidence comparison, not buying or appraisal. | 162 endpoints · 21 platform groups | |
Macy's research macys-research | Looks up a Macy's product's full detail and customer reviews by its numeric productId, and pulls Macy's own search-box (typeahead) suggestions, using the Crawlora API, returning clean JSON. Use when the user has (or can get) a Macy's product page ?ID= value… | 3 endpoints · 1 platform group | |
Nike research nike-research | Researches Nike's catalog — categories, search, product detail, colorways, reviews, and nearby stores — using the Crawlora API, returning clean JSON. Use when the user asks to find a Nike product, browse a Nike category, compare Nike colorways/prices, pull… | 9 endpoints · 1 platform group | |
Old Navy research oldnavy-research | Researches Old Navy's catalog (and its Gap Inc. sibling storefronts Gap, Banana Republic, Athleta) — categories, products, colors/sizes, in-store pickup availability, and reviews — using the Crawlora API, returning clean JSON. Use when the user asks to find… | 7 endpoints · 1 platform group | |
Pet services research pet-services-research | Researches public Rover sitter and trainer profiles through the Crawlora API, returning clean JSON. Use when the user wants to discover pet sitters, dog walkers, trainers, or inspect a public provider profile without scraping Rover pages. | 4 endpoints · 1 platform group | |
Pet-care provider shortlisting pet-care-provider-shortlisting | Build pet-care or dog-training shortlists from Crawlora public Rover listings and profiles. Use to compare advertised services, starting rates, local fit, experience claims, and sampled reviews with price units, availability, badges, and safety/qualification… | 4 endpoints · 1 platform group | |
Product & price research product-price-research | Research products, prices, sellers, and reviews across major online marketplaces and retailers, including African Jumia storefronts. Use when the user asks to find products, compare observed prices or sellers, track listings, or pull marketplace reviews. | ||
Resale & secondhand marketplace research resale-secondhand-research | Researches secondhand, resale, handmade, and musical-instrument marketplaces via the Crawlora API. Use to compare live listings and sellers, check sneaker or used-gear sale history, or source handmade and vintage goods with condition and pricing evidence… | ||
Restaurant & food-delivery research restaurant-food-delivery-research | Researches restaurants and grocery/food delivery via the Crawlora API — Yelp reviews, OpenTable reservations, DoorDash and Uber Eats restaurant search/menus, and Instacart grocery search — returning clean JSON. Use when the user wants restaurant reviews or… | 285 endpoints · 40 platform groups | |
Restaurant menu benchmarking restaurant-menu-benchmarking | Compare restaurant menu breadth, matched dishes, bundles, and location-specific prices with the Crawlora API. Use for restaurant competitor benchmarks or comparisons of direct, pickup, and delivery menus in a defined market. | 11 endpoints · 4 platform groups | |
Retail assortment gap analysis retail-assortment-gap-analysis | Compare competing retail assortments through Crawlora catalogs. Use to find observed gaps in categories, brands, product attributes, variants, and price bands, with explicit catalog coverage and product-matching evidence. | ||
Sam's Club research samsclub-research | Researches Sam's Club's catalog — department/category navigation, category product grids, product detail with pricing/availability/ratings, related-item shelves, and curated content pages — using the Crawlora API, returning clean JSON. Use when the user asks… | 5 endpoints · 1 platform group | |
Shop.app research shop-app-research | Researches products, variants, shops, and reviews on Shop.app — Shopify's own cross-store shopping/discovery app, distinct from individual Shopify storefronts — using the Crawlora API, returning clean JSON. Use when the user asks to find a product across… | 16 endpoints · 1 platform group | |
Shopify store research shopify-research | Researches independent Shopify-powered storefronts — products, collections, pages, sitemaps, search suggestions, and product recommendations — using the Crawlora API, returning clean JSON for any store by domain, plus 14 pre-wired DTC brand storefronts… | 159 endpoints · 15 platform groups | |
Target research target-research | Researches Target's catalog — categories, products, filters, prices, questions, and reviews — using the Crawlora API, returning clean JSON. Use when the user asks to find a product on Target, browse a Target category, compare Target prices/availability by… | 8 endpoints · 1 platform group | |
Ulta Beauty research ulta-research | Researches Ulta Beauty's catalog — categories, products, shades, questions, reviews, and nearby stores — using the Crawlora API, returning clean JSON. Use when the user asks to find a beauty product on Ulta, browse an Ulta category, pull product Q&A/reviews… | 8 endpoints · 1 platform group | |
Used-car market comparison used-car-market-comparison | Compare used-car asking prices with matched local listings through Crawlora. Use for a vehicle shortlist, a comparable-listing price range, or explaining a listing's premium or discount by trim, mileage, condition, and location. | 8 endpoints · 3 platform groups | |
Used-car price history analysis used-car-price-history-analysis | Analyze observed used-car listing price changes through Crawlora stored vehicle histories and selected live listings. Use for a dated price-change ledger, matched comparable vehicles, or evaluating an advertised reduction with listing identity and crawl… | 10 endpoints · 4 platform groups | |
Walmart research walmart-research | Researches Walmart products, prices, sellers, and reviews using the Crawlora API, returning clean JSON. Use when the user asks to find a product, compare prices, track listings, or pull reviews on Walmart — instead of scraping Walmart pages. | 3 endpoints · 1 platform group | |
Wayfair research wayfair-research | Browses Wayfair's category taxonomy and pulls category product grids and product detail (price, brand, stock status, rating, variants, images) using the Crawlora API, returning clean JSON. Use when the user asks to browse a Wayfair category, list products in… | 3 endpoints · 1 platform group | |
Wish research wish-research | Researches Wish's marketplace — categories, product search, product detail, related items, and reviews — using the Crawlora API, returning clean JSON. Use when the user asks to find a product on Wish, browse Wish categories, compare Wish product… | 6 endpoints · 1 platform group | |
Zalando research zalando-research | Researches products, prices, brands, and categories on Zalando (the European fashion marketplace) using the Crawlora API, returning clean JSON. Use when the user asks to find a product, browse a category or brand, autocomplete a search, or resolve a Zalando… | 6 endpoints · 1 platform group | |
Zappos research zappos-research | Researches Zappos's footwear and apparel catalog — the brand directory, product search, and product detail (pricing, images, ratings, fit feedback, color variants) — using the Crawlora API, returning clean JSON. Use when the user asks to find a shoe or… | 5 endpoints · 1 platform group | |
Zara research zara-research | Researches Zara's catalog — category taxonomy, category listings, product detail, keyword search, search suggestions, and nearby physical stores — using the Crawlora API, returning clean JSON. Use when the user asks to find a product on Zara, browse a Zara… | 6 endpoints · 1 platform group |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Dining demand research dining-demand-research | Research public Resy and OpenTable restaurant discovery, profiles, and time-specific availability snapshots. Use for dining shortlists or reservation-demand comparisons, not booking or ordering. | ||
Flight itinerary comparison flight-itinerary-comparison | Compare public Agoda and Expedia flight offers through Crawlora with matched airports, dates, passengers, cabin, price basis, segment timing, and connection evidence. Use for a flight shortlist or itinerary tradeoff brief while preserving one-way and… | ||
Short-term rental market research short-term-rental-market-research | Compare short-term rental market supply, listing density, room mix, price distributions, and review signals using Crawlora Airbnb aggregates and selected live listings. Use for market comparisons, with explicit sampling and freshness limits rather than… | ||
Travel & hotel research travel-hotel-research | Researches hotels, flights, attractions, short-term rentals, and live events via the Crawlora API — Booking.com, Expedia, Agoda, TripAdvisor, Trip.com, Airbnb, and Ticketmaster — returning clean JSON. Use when the user wants to search or compare hotel/stay… | 71 endpoints · 10 platform groups | |
Travel accommodation research travel-accommodation-research | Compares public accommodation, short-term rental, hotel, flight, and activity listings across Airbnb, Agoda, Hotels.com, and Trip.com using the Crawlora API. Use for travel discovery, property comparisons, host checks, availability research, and itinerary… | 31 endpoints · 5 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Housing market research housing-market-research | Compare US housing markets through Crawlora's historical housing dataset and Redfin tools. Use for city, metro, county, or ZIP-code comparisons of prices, inventory, sales activity, time on market, and explicitly qualified affordability trends. | ||
Real estate & auto research real-estate-autos-research | Researches homes and used cars via the Crawlora API — Zillow and Redfin property search/estimates/market trends, plus CarMax, Autotrader, and Cars.com vehicle search and dealer/listing detail — returning clean JSON. Use when the user wants to search homes or… | 28 endpoints · 6 platform groups | |
Rental housing and listing research rental-housing-research | Research public rental communities and NYC housing listings or market series through Crawlora StreetEasy and Greystar. Use to build a rental shortlist, inspect buildings or units, compare advertised housing offers, or put NYC asking prices in dated market… | 22 endpoints · 2 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Google Finance market snapshots google-finance-research | Retrieve Google Finance quote, company, chart, financial, news, related-instrument, and market snapshots using Crawlora. Use for source-attributed market lookups, instrument comparisons, or Google Finance market briefs; excludes trading and portfolio actions. | 20 endpoints · 1 platform group | |
Google Maps research google-maps-research | Search Google Maps businesses and places, retrieve place details, and inspect review samples or photos through the Crawlora REST API. Use for current place lookups and comparisons, including addresses, ratings, review themes, and business information. | 4 endpoints · 1 platform group | |
Google Trends research google-trends-research | Compare search interest, regional patterns, seasonality, and rising queries through Crawlora's Google Trends endpoints. Use for topic-demand briefs, keyword comparisons, and trending-topic research with correctly interpreted relative indices. | 11 endpoints · 1 platform group | |
Hiring demand analysis hiring-demand-analysis | Compare advertised hiring demand across roles, skills, locations, and seniority using Crawlora's jobs dataset. Use for labor-market snapshots, employer concentration, remote-work comparisons, and salary analyses with explicit coverage and compensation-unit… | 6 endpoints · 2 platform groups | |
Journalist and media research journalist-media-research | Build a relevant journalist and media shortlist for a story or PR brief using Crawlora's journalists dataset, news search, and public author pages. Use to find reporters by beat or outlet, verify recent coverage, and collect published work contact channels… | ||
Local competitive landscape local-competitive-landscape | Compare observed local business supply, categories, attributes, hours, and review-sample themes across defined areas using Crawlora's Google Maps dataset, live Google Maps, Apple Maps, and Yelp. Use for matched-area competitor landscapes and coverage… | 10 endpoints · 4 platform groups | |
Local-business prospecting local-business-prospecting | Build and qualify local-business prospect lists by category and geography using Crawlora's Google Maps dataset, live Google Maps, Apple Maps, Yelp, and public business websites. Use when the user wants a deduplicated lead shortlist or CSV with business… | 13 endpoints · 5 platform groups | |
SERP & keyword research serp-keyword-research | Runs SERP and keyword research via Crawlora — Google, Bing, Brave, DuckDuckGo, Yahoo, Baidu, Yandex, selected Qwant/Startpage suggestions, and Google Trends. Use for localized search snapshots, autocomplete ideas, or trend context; it does not provide… | 43 endpoints · 9 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Apple Maps research apple-maps-research | Researches places, categories, guides, routes, transit, and travel times through Apple Maps via the Crawlora API, returning clean JSON. Use when the user wants local-business discovery, directions, nearby places, an Apple Guide, reverse geocoding, or ETA… | 19 endpoints · 1 platform group | |
Relocation cost comparison relocation-cost-comparison | Compare city relocation budgets with Crawlora itemized Numbeo costs and optional US housing-market context. Use for household expense scenarios, rent comparisons, or choosing between cities with explicit currency, household, and price-basis assumptions. | ||
Web intelligence utilities web-utilities-research | General-purpose web-intelligence utilities via the Crawlora API — scrape any URL to clean markdown/HTML, extract schema-conforming JSON from a page, fingerprint a site's tech stack, geocode addresses, compare cost of living between cities/countries (Numbeo)… | 19 endpoints · 6 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
App market opportunity research app-market-opportunity-research | Research app-market opportunities using Crawlora app catalogs, historical charts, live store listings, release notes, reviews, and Google Trends. Use for app niche assessments, competitor maps, chart-movement analysis, and evidence-backed unmet-need… | 19 endpoints · 4 platform groups | |
App privacy disclosure comparison app-privacy-disclosure-comparison | Compare public App Store privacy labels, Google Play data-safety declarations, and listed Android permissions through Crawlora. Use for an app shortlist or disclosure matrix with publisher/app identity, taxonomy, market, missing data, and… | 7 endpoints · 2 platform groups | |
App release feedback analysis app-release-feedback-analysis | Compare app review themes around documented releases using Crawlora version notes and live/stored reviews. Use for a dated release-feedback brief with platform/app/version identity, review timestamps, sampling, missing release history, and causal limits… | 8 endpoints · 3 platform groups | |
App review mining & ASO app-review-mining | Mines App Store and Google Play data via the Crawlora API — app details, reviews, ratings, store rankings, and similar apps — as clean JSON. Use when the user wants mobile-app reviews, ratings, store charts/rankings, or competitive ASO (app store… | 26 endpoints · 2 platform groups | |
App store research app-store-research | Researches apps and browser extensions across the Apple App Store, Google Play, and Chrome Web Store using the Crawlora API, returning clean JSON. Use for app discovery, publisher and product comparisons, ratings and reviews, permissions, privacy, similar… | 38 endpoints · 3 platform groups | |
Chrome extension research chrome-extension-research | Compare Chrome extensions using Crawlora's live store listings and stored adoption, publisher, permission, and privacy history. Use for extension shortlists, market comparisons, or investigating observed changes; store disclosures alone do not establish… | 19 endpoints · 2 platform groups | |
Microsoft Store research microsoft-store-research | Research Microsoft Store apps and games using Crawlora search, categories, charts, publisher listings, product details, and reviews. Use to compare Windows apps, investigate a publisher, inspect store awards, or sample regional app reviews. | 14 endpoints · 1 platform group |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Casino game research casino-game-research | Research public casino game catalogs and source-published game descriptions from FanDuel and DraftKings. Use for game-category or feature lookups, not wagering strategy or recommendations. | 8 endpoints · 2 platform groups | |
Fantasy sports research fantasy-sports-research | Compare public daily-fantasy contest formats, rules, slates, and source-published player projections from DraftKings and FanDuel. Use for fantasy-sports research, not lineup or wager recommendations. | 11 endpoints · 3 platform groups | |
Horse racing research horse-racing-research | Research horse-race schedules, race cards, runner histories, and results through public FanDuel Racing and DraftKings Racing data. Use for race-day context or past-performance records, not wager picks. | 16 endpoints · 2 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Anime & manga research anime-manga-research | Researches anime and manga titles via the Crawlora API — search, title detail, characters, staff, recommendations, rankings, and airing schedules — returning clean JSON. Use when the user wants an anime/manga's details, cast/staff, similar titles, seasonal… | ||
Book & audiobook research book-research | Researches books, authors, and audiobooks via the Crawlora API — Goodreads (books, authors, reviews, lists, quotes), Apple Books (books, audiobooks, series, reviews, charts), and Audible (audiobook catalog search, product detail, narrators/series, reviews… | 33 endpoints · 3 platform groups | |
Book market positioning book-market-positioning | Compare book niches and title positioning through Crawlora Goodreads catalogs, editions, review samples, and Apple Books/Audible listings. Use for comparable-title maps, edition-aware reception, or evidence-based publishing hypotheses with coverage and sales… | 15 endpoints · 4 platform groups | |
Company rankings and public profiles company-ranking-research | Research Fortune company directories and ranking editions and Forbes public billionaire/person records with Crawlora. Use to compare ranked companies, build a source-attributed business shortlist, or inspect ranking and wealth-profile evidence with year and… | ||
Cricket player and team comparison cricket-player-team-comparison | Compare cricket player or team records through Crawlora Cricinfo Statsguru, records, matches, and discovery. Use for format-specific batting/bowling/fielding comparisons with class, innings, dates, opposition, overs notation, and source table definitions… | 10 endpoints · 1 platform group | |
Entertainment discovery research entertainment-discovery-research | Researches movies and TV titles across IMDb, TMDB, JustWatch, Rotten Tomatoes, and Metacritic using the Crawlora API. Use for title discovery, cast and crew, ratings, critic and audience reviews, streaming offers, similar titles, and release comparisons. | 90 endpoints · 5 platform groups | |
Event and venue research event-venue-research | Build event shortlists, dated calendars, and venue comparisons through Crawlora's Ticketmaster and TicketWeb endpoints. Use for public event research with verified venue identity, timing, age restrictions, ticket fees, and availability caveats. | 14 endpoints · 2 platform groups | |
Film box-office comparison film-box-office-comparison | Compare theatrical film grosses through Crawlora Box Office Mojo charts, title/release records, and stored data. Use for comparable-film briefs, domestic/international mix, release-window comparisons, or franchise performance with title, release, currency… | 13 endpoints · 2 platform groups | |
Flashscore match analysis flashscore-match-analysis | Build a sourced Flashscore match report from covered player statistics, lineups, absences, momentum, box scores, point-by-point or darts feeds, and editorial coverage. Use for detailed event analysis; use multi-sport-match-research for basic fixture and… | 12 endpoints · 1 platform group | |
Football match (soccer) performance analysis football-match-performance-analysis | Explain how a completed football (soccer) match unfolded using SofaScore event statistics, incidents, lineups, and match context. Use for requests like “why did this side control the match?” or “write a post-match statistical brief”; use… | 8 endpoints · 1 platform group | |
Football player comparison football-player-comparison | Compare football players using Crawlora FotMob profiles, player-specific season statistics, and bounded match samples. Use for role-aware form comparisons, statistical scouting briefs, or explaining differences with minutes, competition, season, and metric… | 6 endpoints · 1 platform group | |
Football viewing guide football-viewing-guide | Build a dated, country-specific football broadcast guide using FotMob schedules or Flashscore match-level TV listings. Use for listed channels and market comparisons without promising streaming access. | 9 endpoints · 2 platform groups | |
FotMob football research fotmob-research | Research football fixtures, match reports, player form, transfers, standings, and broadcast listings through Crawlora FotMob tools. Use for a football match brief, team or player comparison, league leaders, transfer coverage, or where a match is shown. | 31 endpoints · 1 platform group | |
Game price history research game-price-history-research | Research observed Steam price history and compare current game editions or PlayStation offers using Crawlora. Use for a dated discount brief, observed price-range analysis, or game offer comparison with currency, SKU, subscription, and history coverage… | 12 endpoints · 3 platform groups | |
Gaming research gaming-research | Researches video games via the Crawlora API — Steam (store pages, pricing, reviews, player counts, charts, tags, achievements) and PlayStation Store (products, categories, deals) — returning clean JSON. Use when the user wants a game's price/reviews/player… | 35 endpoints · 3 platform groups | |
German amateur-football research german-amateur-football-research | Research German amateur-football clubs, teams, competitions, local fixtures, results, tables, and player match records through FUSSBALL.DE. Use for grassroots and regional football, not professional scouting or player outreach. | 27 endpoints · 1 platform group | |
Live-event ticketing research live-events-ticketing-research | Research public StubHub and SeatGeek event calendars and resale-price snapshots. Use for location, category, performer, or venue ticket-market comparisons; not for purchases, bids, or primary-ticket checkout. | ||
MLB Statcast player comparison mlb-statcast-player-comparison | Compare MLB players using Crawlora Statcast leaderboards and player statistics with board-specific discovery, season, role, qualification, metric units, and sample controls. Use for an observed performance brief, pitch-arsenal comparison, or role-specific… | 12 endpoints · 1 platform group | |
Movie & TV research movie-tv-research | Researches movies and TV shows — metadata, cast/crew, ratings, reviews, streaming availability, and box-office performance — via the Crawlora API across IMDb, TMDB, JustWatch, Letterboxd, Rotten Tomatoes, Metacritic, and Box Office Mojo, returning clean… | 119 endpoints · 7 platform groups | |
Multi-sport match research multi-sport-match-research | Compare public fixtures, live scores, match statistics, standings, and head-to-head records using Crawlora Flashscore and LiveScore tools. Use for multi-sport score checks, a sourced match preview or recap, or reconciling different scoreboard providers. | 40 endpoints · 2 platform groups | |
News briefing research news-briefing-research | Builds source-aware news briefings from GDELT, BBC, CNN, The Guardian, and Yahoo News using the Crawlora API. Use for recent headlines, topic monitoring, source comparison, and coverage timelines with links, dates, and uncertainty preserved. | 32 endpoints · 5 platform groups | |
News media research news-media-research | Researches public news from international, regional, business, technology, sports, science, and entertainment publishers through the Crawlora API — headlines, article text, search, live coverage, and section/topic archives — returning clean JSON. Use when… | 990 endpoints · 205 platform groups | |
Sports & athletics research sports-scores-research | Pulls sports scores, standings, rosters, player/team stats, public sports news, editorial, wiki/video content, and betting odds through the Crawlora API — ESPN, SofaScore, MLB, Strava, DraftKings Sportsbook, Cricinfo, and Sportskeeda. Use for scores/stats or… | 270 endpoints · 7 platform groups | |
Sports betting research sports-betting-research | Compare public sportsbook odds, live states, and source-attributed sports-market commentary across FanDuel, DraftKings, ESPN, SofaScore, and Flashscore. Use for dated odds comparisons and context, not wagering, account actions, or financial advice. | 187 endpoints · 5 platform groups | |
Sports team and player research sports-team-player-research | Build a sourced Flashscore player or team dossier from profiles, squads, career and match records, fixtures, transfers, injury history, and public news. Use for sports roster and career research; source records do not establish fitness, availability, or… | 15 endpoints · 1 platform group | |
Steam market opportunity research steam-market-opportunity-research | Evaluate Steam game niches using Crawlora's game catalog, chart and player-count history, live pricing, reviews, and release news. Use for comparable-title studies, positioning and price research, and evidence-backed game opportunity hypotheses. | ||
Streaming availability comparison streaming-availability-comparison | Compare movie, show, season, and episode viewing offers across countries and providers using Crawlora JustWatch. Use for where-to-watch shortlists or regional availability matrices with subscription, rental, purchase, presentation, title identity, and… | 8 endpoints · 1 platform group | |
Xbox game research xbox-research | Research Xbox game listings, regional prices, compatibility, accessibility features, curated collections, subscription inclusion, and review samples through Crawlora. Use to shortlist Xbox or PC games or compare editions and Game Pass catalog evidence… | 5 endpoints · 1 platform group | |
Yahoo network research yahoo-network-research | Researches Yahoo's editorial content network — Autos, Entertainment, Health, Life, News, Shopping, Sports, and Tech — via the Crawlora API, returning clean JSON. Each vertical shares a home/category story-stream plus full-article-content pattern; Yahoo… | 46 endpoints · 8 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Music & podcast research music-podcast-research | Researches music, artists, playlists, and podcasts via the Crawlora API — Spotify tracks/albums/artists/playlists/profiles, Spotify Podcasts, Apple Podcasts, Discogs, and SoundCloud tracks/profiles/playlists — returning clean JSON. Use when the user wants a… | 58 endpoints · 5 platform groups | |
Music release landscape music-release-landscape | Map artist discographies and comparable music releases through Crawlora Spotify artist, album, and track tools. Use for a release-cohort or catalog-positioning brief with artist/recording identity, release types, date precision, editions, and public-metric… | 9 endpoints · 1 platform group | |
Podcast discovery research podcast-discovery-research | Discovers and compares public podcast shows, episodes, charts, rankings, and related programs using Apple Podcasts and Spotify Podcasts through the Crawlora API. Use for show research, guest discovery, and listening-market snapshots. | 16 endpoints · 2 platform groups | |
Podcast guest research podcast-guest-research | Find podcasts suited to a proposed guest using Crawlora's podcast catalog, live show and episode data, and public show websites. Use for guest-appearance shortlists, recent-topic research, and tailored pitch angles supported by actual episodes. | 14 endpoints · 5 platform groups | |
Podcast topic landscape podcast-topic-landscape | Map podcast topics across public show and episode samples with Crawlora Apple Podcasts and Spotify tools. Use for a podcast editorial landscape, comparable-show topic matrix, or reading/listening shortlist with identity, sampling, description-only evidence… | 11 endpoints · 3 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Amazon Jobs search amazon-jobs-research | Researches Amazon.jobs postings via the Crawlora API — search Amazon's public careers site by keyword and/or job category, then pull any single posting's full description and qualifications by job id — returning clean JSON. Use when the user wants to search… | 3 endpoints · 1 platform group | |
Apple Jobs search apple-jobs-research | Researches Apple job postings via the Crawlora API — searches jobs.apple.com and pulls full posting detail (description, qualifications, location, team) — returning clean JSON. Use when the user wants to search Apple careers listings, check what a specific… | 3 endpoints · 1 platform group | |
ATS job board research ats-job-boards-research | Fetches any company's job openings straight from its Applicant Tracking System (ATS) via the Crawlora API — Greenhouse, Lever, Workday, Ashby, SmartRecruiters, Workable, Personio, Recruitee, iCIMS, Oracle Recruiting, Rippling, Pinpoint, Eightfold, Gem, UKG… | 30 endpoints · 1 platform group | |
Broadcast coverage comparison broadcast-coverage-comparison | Compare indexed television coverage across stations and shows with Crawlora GDELT TV search, charts, timelines, and discovery. Use for a bounded broadcast topic brief with speech/caption/OCR/visual channels, station windows, processing lag, and metric… | 8 endpoints · 1 platform group | |
Company identity reconciliation company-identity-reconciliation | Reconcile company and brand identities across Crawlora public domains, LinkedIn profiles, SEC registrants, and employer records. Use to deduplicate company lists or build a provenance-aware ID mapping with parent/brand/subsidiary, ambiguous names, time, and… | ||
CourtListener research courtlistener-research | Researches public US legal opinions, courts, and judicial people through CourtListener via the Crawlora API, returning clean JSON. Use when the user wants to search opinions, browse courts, or look up public judge/person records without scraping… | 3 endpoints · 1 platform group | |
Crowdfunding campaign research crowdfunding-campaign-research | Compare Kickstarter campaigns through Crawlora using funding snapshots, reward tiers, creator updates, risks, and sampled backer comments. Use for campaign benchmarks, launch research, or evidence-based progress and fulfillment briefs. | 5 endpoints · 2 platform groups | |
Developer & open-source research developer-oss-research | Researches GitHub repos/users/orgs and Chrome Web Store extensions via the Crawlora API — search, profiles, contributors, releases, trending, and extension detail/reviews/permissions — returning clean JSON. Use when the user wants a repo or developer's… | 29 endpoints · 2 platform groups | |
Developer talent discovery developer-talent-discovery | Find developers through Crawlora public GitHub user datasets and verify relevant repository and contribution evidence. Use for role-specific technical shortlists or open-source collaborator discovery with public profile freshness and capability limits… | ||
Facebook research facebook-research | Searches Facebook Marketplace listings and looks up public Facebook Page details (name, follower/like counts, category, contact info) via the Crawlora API, returning clean JSON. Use when the user wants Marketplace listing data for a location/category or a… | 2 endpoints · 1 platform group | |
Google Jobs search google-jobs-research | Searches Google's public careers site (careers.google.com) via the Crawlora API and pulls single job postings by id, returning clean JSON. Use when the user wants to search Google Jobs, see what roles Google is hiring for in a location, or pull the full… | 2 endpoints · 1 platform group | |
Health provider directory research health-provider-research | Find and compare public physician, hospital, pharmacy, urgent-care, and group-practice directory records through Crawlora Healthgrades. Use for a provider shortlist, specialty/location discovery, or directory and review evidence; confirm insurance and… | 16 endpoints · 1 platform group | |
Indeed job search indeed-research | Searches Indeed job postings and pulls single job listings via the Crawlora API — keyword + location search, location autocomplete, and job detail by job key — returning clean JSON. Use when the user wants to search Indeed for jobs, look up location… | 3 endpoints · 1 platform group | |
Investor fit research investor-fit-research | Build investor and fund shortlists from Crawlora public PitchBook profiles and stored investor, fund, and company records. Use for fundraising research based on observed strategy, geography, stage clues, and portfolio evidence with incomplete public coverage… | ||
Job market & hiring research job-market-research | Researches job postings, hiring signals, and freelance gigs via the Crawlora API — Indeed, Google/Amazon/Apple/Meta/Tesla careers sites, any company's ATS board (Greenhouse, Lever, Workday, SmartRecruiters, Ashby, and more), plus Upwork and Fiverr —… | 59 endpoints · 10 platform groups | |
Job posting comparison job-posting-comparison | Compare advertised job postings using Crawlora jobs datasets, employer ATS boards, and Indeed detail. Use for a role shortlist or posting comparison with employer/requisition identity, location, seniority, compensation units, transport-dependent fields, and… | ||
LinkedIn company research linkedin-research | Researches public LinkedIn company, product, and showcase pages via the Crawlora API. Look up known IDs or discover and search the public product directory by keyword or category. Does not access personal profiles or private content. | 5 endpoints · 1 platform group | |
Medication information research medication-information-research | Retrieve source-attributed GoodRx medication, condition, and health information with author and review dates, and cross-check safety-critical claims against official FDA or NIH sources. Use for general information, not personalized diagnosis, dosing, or… | 19 endpoints · 3 platform groups | |
Meta Jobs search meta-jobs-research | Searches and pulls postings from Meta's public careers site (metacareers.com) via the Crawlora API — full catalog listing, filtered search by team/technology/location/employment-type, and single-posting detail — returning clean JSON. Use when the user wants… | 3 endpoints · 1 platform group | |
News & TV coverage research (GDELT) gdelt-research | Researches global news and US television coverage via the Crawlora API — GDELT web-news search/context/timeline/sentiment, plus GDELT Television 2.0 AI's index of US TV transcripts, captions, on-screen text, and visual labels — returning clean JSON. Use when… | 12 endpoints · 1 platform group | |
Open-source project shortlisting open-source-project-shortlisting | Build requirements-based open-source project shortlists using Crawlora GitHub metadata, releases, contributors, and public project documentation. Use to compare libraries or tools by supported capabilities, maintenance evidence, license declarations… | 6 endpoints · 2 platform groups | |
Patent landscape analysis patent-landscape-analysis | Map a technology area using Crawlora Google Patents and USPTO search/detail tools with explicit query coverage, patent-family grouping, assignee normalization, dates, and classifications. Use for an exploratory technology landscape or portfolio comparison… | 8 endpoints · 2 platform groups | |
Patent research patents-research | Researches patents and patent applications via the Crawlora API — Google Patents (full-text search by keyword/inventor/assignee, bibliographic detail, claims/citations/family, CPC classification lookup, recent-publications browse, database coverage) and… | 8 endpoints · 2 platform groups | |
Prescription price research prescription-price-research | Compare public GoodRx pharmacy price snapshots using Crawlora drug and option discovery. Use to compare posted prices for a specified medication, form, strength, quantity, and US location; excludes diagnosis, dosing advice, medication changes, and purchases. | 3 endpoints · 1 platform group | |
Startup acquisition research startup-acquisition-research | Screen startups listed for sale using Crawlora's TrustMRR marketplace, stored company records, and daily metric history. Use for acquisition candidate shortlists, asking-price comparisons, revenue-history checks, and evidence-based diligence questions. | ||
Startup launch research startup-launch-research | Screens startup launches, public traction signals, verified revenue profiles, and crowdfunding campaigns using Product Hunt, TrustMRR, and Kickstarter through the Crawlora API. Use for launch research and acquisition screening, not investment guarantees or… | 22 endpoints · 3 platform groups | |
Supplier sourcing research supplier-sourcing-research | Discover and compare suppliers behind brands using Crawlora's ImportYeti company reports and public business websites. Use for supplier shortlists, observed sourcing relationships, shipment-activity comparisons, and questions to qualify potential… | 5 endpoints · 3 platform groups | |
Supply-chain concentration analysis supply-chain-concentration-analysis | Analyze observed supplier and origin concentration using Crawlora ImportYeti company reports and public company evidence. Use for a sourced supply-chain exposure brief with importer/supplier identity, shipment measures, periods, incomplete tables, and… | 5 endpoints · 4 platform groups | |
Tech-stack prospecting techstack-prospecting | Find and qualify company websites by their detected technologies using Crawlora's tech-stack dataset and live website checks. Use for technology-based account lists, integration targeting, or qualifying an existing domain list. | ||
Tesla Jobs search tesla-jobs-research | Researches Tesla job postings via the Crawlora API — search Tesla's careers site (tesla.com/careers) by title, department, or location, and pull a single posting's full description by id — returning clean JSON. Use when the user wants to search Tesla job… | 2 endpoints · 1 platform group | |
Upwork research upwork-research | Researches Upwork job postings and freelancer profiles via the Crawlora API — search Upwork's public job listings by keyword, pull full detail on a specific job posting, or look up a freelancer's profile (rate, Job Success Score, ratings, feedback) —… | 3 endpoints · 1 platform group |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Company fundamentals comparison company-fundamentals-comparison | Compare public companies' reported financial statements across matched fiscal periods using SEC EDGAR data and Yahoo Finance industry context. Use for sourced peer metrics, not stock valuation or buy/sell recommendations. | 11 endpoints · 2 platform groups | |
Congressional disclosure research congressional-disclosure-research | Research House and Senate public financial-disclosure filings through Crawlora and parse supported Senate reports. Use for filing inventories or transaction evidence briefs with owner, reporting dates, amount ranges, duplicates, and document availability… | 2 endpoints · 1 platform group | |
Earnings event research earnings-event-research | Build sourced pre- or post-earnings briefs through Crawlora by joining Yahoo Finance event, estimate, reported-result, and daily-price data with SEC filings and normalized financials. Use for upcoming earnings previews, earnings-surprise checks… | 10 endpoints · 2 platform groups | |
Finance & markets research finance-markets-research | Research stocks, crypto, SEC filings, insider/congressional trading, and private-market profiles through Crawlora. Use for one-ticker data, filing lookups, or market snapshots; for matched financial-statement comparisons across public-company peers, use… | 77 endpoints · 5 platform groups | |
Institutional ownership research institutional-ownership-research | Compare reported institutional-manager 13F holdings through Crawlora live SEC and stored position tools. Use for portfolio concentration, reported-position overlap, or issuer-holder evidence with manager identity, filing lag, truncation, security class, and… | ||
Reddit stock sentiment research reddit-stock-sentiment-research | Summarize sampled Reddit discussion about a publicly traded company or ticker and, when useful, compare it with same-window Yahoo Finance price context. Use for requests like “what are Reddit investors saying about NVDA?” or “summarize bullish and bearish… | 9 endpoints · 2 platform groups | |
SEC filings research sec-filings-research | Research SEC EDGAR filings and financial disclosures through Crawlora, including company filings, extracted sections, normalized financials, insider transactions, and institutional holdings. Use for sourced filing briefs and period-aware company or… | ||
SEC insider transaction analysis sec-insider-transaction-analysis | Analyze reported company insider transactions using Crawlora live SEC and stored Form 3/4/5 records. Use for transaction-code, owner-role, date-window, and share/value evidence briefs with filing coverage, amendments, derivative scope, and economic… |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Crypto market research crypto-market-research | Researches public cryptocurrency markets, coins, exchanges, categories, global metrics, news, NFTs, token unlocks, and treasuries through CoinGecko via the Crawlora API. Use for market snapshots and comparative research, not trading or financial advice. | 21 endpoints · 1 platform group | |
NFT collection liquidity research nft-collection-liquidity-research | Compare observed OpenSea collection depth, bids/asks, activity, holders, and traits through Crawlora. Use for a source-attributed liquidity snapshot with chain/contract/item identity, cumulative quantities, currencies, eligibility, observation time, and… | 11 endpoints · 1 platform group | |
OpenSea research opensea-research | Researches OpenSea NFT collections, items, marketplace activity, listings, offers, traits, categories, chains, and creator profiles via the Crawlora API, returning clean JSON. Use when the user wants to inspect an NFT collection, compare marketplace… | 36 endpoints · 1 platform group |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
Forecast consensus comparison forecast-consensus-comparison | Compare public event forecasts across Crawlora Polymarket, Kalshi, and Metaculus tools. Use for a matched-question consensus brief or dated forecast divergence analysis with resolution rules, outcome labels, scales, timestamps, liquidity, and method… | 17 endpoints · 3 platform groups | |
Prediction markets research prediction-markets-research | Research prediction-market odds, order books, price history, and public market-rule context from Polymarket, Kalshi, Metaculus, and DraftKings Predictions. DraftKings routes expose categories, availability maps, and rules, not live quote data. Use when the… | 65 endpoints · 4 platform groups |
| Skill | What it does | Coverage | Source |
|---|---|---|---|
AI crawler readiness research ai-crawler-readiness | Benchmark public llms.txt and robots.txt signals with Crawlora's top-1M AI-readiness census. Use for cohort adoption or an indexed-domain snapshot; it does not measure AI answer visibility, traffic, or search ranking. | 4 endpoints · 2 platform groups | |
APK teardown research apk-teardown-research | Analyzes Android APKs through the Crawlora API — submit an APK or public URL, inspect static-analysis results, compare versions, build timelines, and compare ownership signals — returning clean JSON. Use for mobile-app security, provenance, SDK, permission… | 6 endpoints · 1 platform group | |
Crawlora hosted datasets crawlora-datasets | Queries Crawlora's pre-built hosted datasets — Airbnb markets, App Store/Google Play apps, GitHub/Instagram/X users, job postings, US housing markets, Google Maps businesses, Goodreads, PitchBook, Steam, TrustMRR, Product Hunt, SEC companies, tech-stack, and… | 136 endpoints · 1 platform group | |
Cross-corpus research cross-corpus-research | Run bounded research across Crawlora public-web, paper, and indexed developer-document sources, retaining source snapshots, evidence, and partial-coverage warnings. Use for focused cited briefs or structured research jobs, not exhaustive web coverage. | 19 endpoints · 3 platform groups | |
Website change monitoring website-monitoring | Creates and manages website-change monitors via the Crawlora API — watch a page for a content change or a sitemap for added/removed URLs, and get a signed webhook the moment something changes. No polling loop or diffing pipeline to run yourself. Use when the… | 6 endpoints · 1 platform group |
Agents that follow the Agent Skills discovery format can find and verify every skill without a human copying a command.
https://crawlora.net/.well-known/agent-skills/index.json lists each skill with its description, archive URL and SHA-256 digest./.well-known/agent-skills/<skill id>/archive.tar.gz holds the whole skill folder with SKILL.md at the root, so the helper script and endpoint reference travel with it.Create a free key, install a skill, and ask for a price comparison, a hiring snapshot or a review summary.
Social & Creator Platforms (21)
bluesky-researchResearches Bluesky profiles, posts, follower/follows graphs, account search, and trending topics via the Crawlora API, returning clean JSON. Use when the user wants a Bluesky account's stats, a post's thread/engagement, a Bluesky account search, or what's…
brand-mention-researchBuild a sourced brand-mention and reputation brief from bounded Reddit, TikTok, and YouTube searches and comment samples through Crawlora. Use to resolve brand aliases, deduplicate mentions, compare discussion themes, or inspect a product issue with explicit…
creator-membership-comparisonCompare public Patreon tiers and Substack subscription plans through Crawlora. Use for a creator membership shortlist or offer benchmark with creator identity, published benefits, currency, cadence, web/in-app pricing, disabled plans, and hidden-count limits…
influencer-discoveryFind and shortlist TikTok, Instagram, YouTube, and Substack creators for a campaign using Crawlora's creator datasets and live profile/content endpoints. Use for creator sourcing, newsletter discovery, comparing campaign fit, and producing an evidence-backed…
instagram-researchResearches Instagram profiles, posts, and Reels via the Crawlora API, returning clean JSON. Use when the user wants a public Instagram profile's stats, a specific post's media/engagement, or a user's Reels feed — instead of scraping the app.
newsletter-topic-landscapeCompare editorial topics and coverage across Substack newsletters through Crawlora publication discovery and bounded public post samples. Use for a newsletter landscape, publication positioning map, coverage-gap brief, or topic-focused reading shortlist…
pinterest-researchResearches Pinterest profiles, boards, pins, ideas categories, and search results via the Crawlora API, returning clean JSON. Use when the user wants a Pinterest user's profile/boards/pins, a pin's or board's detail, a category feed, or a keyword search on…
reddit-researchResearches public Reddit posts, comments, communities, user history, and trends through the Crawlora API. It also supports explicitly requested buying-intent lead discovery that scores public posts. Use for community research, sentiment, trends, or a clearly…
social-media-researchResearches public profiles, posts, trends, and Facebook Marketplace listings across Instagram, TikTok, Threads, Bluesky, X, Pinterest, LinkedIn, Facebook, Reddit, Bilibili, and Patreon through the Crawlora API. It also supports explicitly requested Reddit…
substack-researchResearch Substack publications, writers, public posts, recommendations, categories, and Notes through Crawlora. Use to find newsletters, compare editorial coverage, inspect a publication archive, or sample public discussion and writer networks.
threads-researchResearches public Threads (Meta) profiles, posts, replies, and search results via the Crawlora API, returning clean JSON. Use when the user wants a Threads profile's stats, a post's content/replies, a profile's recent posts, or a keyword search on Threads —…
tiktok-ad-researchResearch TikTok Creative Center Top Ads by brand, market, industry, and objective through Crawlora. Use for competitor-ad comparisons, creative briefs, messaging and format analysis, and inspection of public ad-performance charts.
tiktok-creator-researchVet public TikTok creators through live profile, post, video, comment, and user-search endpoints in Crawlora. Use for TikTok-only creator research and shortlists; use influencer-discovery for cross-platform campaign sourcing.
tiktok-researchResearch public TikTok profiles, videos, comments, hashtags, search results, trending feeds, and Creative Center signals through Crawlora. Use for TikTok-specific discovery or verification instead of scraping TikTok directly; use tiktok-ad-research for…
tiktok-trend-researchBuild evidence-backed TikTok trend briefs from current feeds, Creative Center rankings, hashtag data, and Explore categories through Crawlora. Use for trend discovery, country/period comparisons, and topic or hashtag momentum; use tiktok-ad-research for…
topic-demand-validationValidate broad topic, problem, audience, or content demand by comparing autocomplete, Google Trends, search results, and sampled discussion. For a physical product launch hypothesis that needs marketplace listings, prices, and review evidence, use…
twitch-category-opportunity-researchCompare Twitch categories using Crawlora current game totals, top live streams, channel metadata, schedules, VODs, and clips. Use for a streaming category shortlist or content-planning brief with live concentration, top-N sampling, timing, and…
twitch-researchPulls structured Twitch data — channel profile and live status, clips, VODs, VOD chat replay, broadcast schedule, team rosters, top games, and search — via the Crawlora API as clean JSON, with no scraping or Twitch API OAuth setup. Use when the user gives a…
x-researchResearches X (formerly Twitter) profiles and posts via the Crawlora API, returning clean JSON. Use when the user wants a public X profile's stats, a user's recent posts, or a single post's content/engagement — instead of scraping x.com or using the official…
youtube-content-gap-analysisMap observed YouTube topic and format coverage using Crawlora searches, channel samples, videos, and available captions. Use for an evidence-based content brief or sampled topic-gap map with search selection, language, transcript basis, identity, and demand…
youtube-researchPulls structured YouTube data — video and channel details, transcripts/captions, comments, playlists, and search — via the Crawlora API as clean JSON, with no yt-dlp or HTML scraping. Use when the user provides a YouTube URL or asks for a transcript…