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Structured public web data APIs for search, maps, geocoding, streaming, travel, real estate, marketplaces, apps, social, audio, crypto, finance, and AI workflows with managed execution and credit-based usage.

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SERP MonitoringGoogle Maps LeadsProperty Market IntelligenceAmazon Product MonitoringCrypto Market ResearchAI Agent Web DataAll use cases

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Product
Web Scraping APIFeaturesPlatformsTravel APIsReal Estate APIsPricing
Platforms
Google SearchGoogle MapsGoogle TrendsAmazonZillowTripAdvisorShopifyAll platforms
Developers
DocsGetting StartedAPI ExamplesPlaygroundSDKsChangelogBlogGitHub
Use cases
SERP MonitoringGoogle Maps LeadsProperty Market IntelligenceAmazon Product MonitoringCrypto Market ResearchAI Agent Web DataAll use cases
Legal
ContactTermsPrivacy
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Tony Wang

Tony Wang

Founder, Crawlora

Tony Wang is the founder of Crawlora and a senior software engineer with 9+ years across backend, cloud infrastructure, and large-scale web crawling — including distributed scrapers that have collected millions of profiles. He writes about web scraping, SERP and MCP APIs, and AI-agent data workflows.

tonywang.io

21 posts by Tony Wang

June 5, 20264 min read

SerpApi Alternatives in 2026: SERP & Web Data APIs Compared

Looking for a SerpApi alternative after Google's December 2025 lawsuit? Compare SERP-specific APIs, structured platform APIs, and generic scrapers — and when each fits.

SERPSEOComparison
June 1, 20264 min read

ScraperAPI Alternatives: Web Scraping API Options Compared

Looking for a ScraperAPI alternative? Compare structured platform APIs, generic scrapers, proxy networks, and SERP APIs — and when each one fits.

ComparisonWeb Scraping APIGuide
May 27, 20264 min read

Firecrawl Alternatives: Structured Web Data APIs Compared

Looking for a Firecrawl alternative? Compare AI-native crawling with structured platform APIs, generic scrapers, proxies, and MCP options — and when each fits.

ComparisonWeb Scraping APIGuide
May 25, 20263 min read

Product Hunt API: A Commercial-Use Guide (2026)

How to extract Product Hunt launch, product, and maker data via API, plus what to check on commercial-use terms before shipping a startup-research product.

Product HuntAPIGuide
May 19, 20263 min read

Getting Google Finance Data via API

Use a Google Finance scraping API to collect quotes, charts, market news, and company data as structured JSON for watchlists and research dashboards.

FinanceAPIGuide
May 15, 20263 min read

How to Scrape LinkedIn in 2026 (Legally): Company Data via API

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.

LinkedInGuideLegal
May 11, 20263 min read

How to Scrape TikTok in 2026 (API & Python)

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.

TikTokGuideWeb Scraping API
May 6, 20262 min read

How to Scrape YouTube in 2026 (API & Python)

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.

YouTubeGuideWeb Scraping API
May 4, 20263 min read

How to Scrape Reddit in 2026 (API & Python)

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.

RedditGuideWeb Scraping API
April 28, 20264 min read

Bing Search API Alternatives in 2026 (After the Retirement)

Microsoft retired the Bing Search API on August 11, 2025. Here are the alternatives — official and third-party — and how to migrate to a JSON Bing search API.

BingComparisonSERP
April 24, 20264 min read

Using the Bing Search API for 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.

BingSEOSERP
April 20, 20263 min read

How to Scrape Google Maps in 2026: API and Python Guide

Three ways to scrape Google Maps in 2026 — DIY Python, ready-made tools, or a structured API — what each returns, where each breaks, and the legal basics.

Google MapsGuideWeb Scraping API
April 15, 20262 min read

Best Google Maps Scraping APIs in 2026: How to Choose

How to choose a Google Maps scraping API in 2026 — structured place/review APIs vs generic scrapers vs proxies — what to evaluate and where each fits.

Google MapsComparisonWeb Scraping API
April 13, 20263 min read

How to Scrape Amazon Product Data in 2026 (API & Python)

Three ways to scrape Amazon product data in 2026: DIY Python, no-code tools, or a structured API — what each returns, where it breaks, and the legal basics.

AmazonGuideWeb Scraping API
April 7, 20263 min read

Best Amazon Scraping APIs in 2026: How to Choose

How to choose an Amazon scraping API in 2026 — structured product APIs vs generic scrapers vs proxy networks — what to evaluate and where each fits.

AmazonComparisonWeb Scraping API
April 3, 20262 min read

Give Your AI Agent Live Web Data with 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.

AI AgentsMCPGuide
March 30, 20264 min read

Best SERP APIs in 2026 for Rank Tracking and Search Data

Compare the best SERP APIs in 2026 for rank tracking and search data — engine coverage, structured output, result modules, and cost — across Google, Bing, and Brave.

SERPSEOComparison
March 25, 20264 min read

How SERP Monitoring APIs Work (and How to Build a Rank Tracker)

What a SERP monitoring API does, how to turn search result snapshots into rank tracking, and how to build a multi-engine rank tracker across Google, Bing, and Brave.

SEOSERPWeb Scraping API
March 23, 20265 min read

Best Web Scraping APIs in 2026: How to Choose

A practical guide to choosing a web scraping API in 2026 — structured platform APIs vs generic scrapers vs proxy networks — and where each option fits.

Web Scraping APIComparisonGuide
March 17, 20263 min read

Proxies for Web Scraping, Explained (2026)

What proxies are, why scraping needs them, and how datacenter, residential, ISP, and mobile proxies differ — plus when a managed API lets you skip them.

ProxiesWeb Scraping APIGuide
March 13, 20264 min read

Is Web Scraping Legal in 2026? A Practical Guide

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.

LegalWeb Scraping APIGuide
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