Best AI web scraping API

Combined ranking

1. 1
   Firecrawl—10 pts

   Claude #1Gemini #1

   Purpose-built for LLMs and agents — turns any URL into clean markdown or structured JSON via simple scrape/crawl/search/extract endpoints, open-source core, and default integration in virtually every agent framework (LangChain, LlamaIndex, MCP).

   Gemini Industry-standard for RAG and AI agents, offering clean Markdown/JSON extraction, LLM-ready schema generation, deep framework integration, and autonomous site mapping.

   Where it falls short

   per Claude Beef up anti-bot unblocking and proxy infrastructure so heavily protected, JS-heavy sites succeed at enterprise scale without falling back to other providers.

   per Gemini Reduce latency during JS rendering and heavy parallel crawling jobs to improve real-time agent performance.

2. 2
   Bright Dataincumbent—4 pts

   Claude #2Gemini —

   Best-in-class unblocking success on hard targets, the largest proxy network, Web Unlocker plus Scraping Browser plus ready-made datasets, an MCP server that made it agent-accessible, and strong compliance posture enterprises trust.

   Where it falls short

   per Claude Simplify its notoriously complex pricing and self-serve developer experience so individual AI builders can adopt it as easily as Firecrawl.

3. 3
   Jina Reader—4 pts

   Claude —Gemini #2

   The simplest URL-to-Markdown reader API that requires zero setup, utilizes specialized ReaderLM models for high-quality content extraction, and is highly cost-effective.

   Where it falls short

   per Gemini Add native support for stateful multi-step interactions like clicking, scrolling, and form filling.

4. 4
   Tavily—3 pts

   Claude #4Gemini #5

   Search-and-extract API designed specifically for AI agents and RAG — low latency, LLM-optimized result snippets, simple credit pricing, and default-tool status in many agent stacks.

   Gemini Search-centric API optimized specifically for LLM retrieval that combines searching, filtering, and extraction to return noise-free answers rather than raw page dumps.

   Where it falls short

   per Claude Expand beyond search-and-extract into deep, arbitrary-site crawling so it can serve as a complete web data layer rather than mainly a retrieval tool.

   per Gemini Allow granular CSS selector target scraping and raw Markdown outputs for non-search-based scraping tasks.

5. 5
   Apify—3 pts

   Claude #3Gemini —

   Marketplace of thousands of pre-built scrapers (Actors) covering long-tail sites, a full platform with scheduling, storage, and proxies, Crawlee for custom jobs, and solid agent/MCP integrations.

   Where it falls short

   per Claude Enforce stricter quality certification and maintenance guarantees on third-party Actors, whose reliability varies too much for production agent pipelines.

6. 6
   SSpider—3 pts

   Claude —Gemini #3

   A high-performance, Rust-based crawling API designed for extreme speed, massive scale, and streaming results, with excellent built-in proxy rotation and anti-bot bypass.

   Where it falls short

   per Gemini Enhance native integrations and official SDKs for popular AI agent frameworks.

7. 7
   CCrawl4AI—2 pts

   Claude —Gemini #4

   The leading open-source Python scraping framework for LLMs, providing complete control over browser automation, visual layout extraction, and custom JSON schemas without SaaS lock-in.

   Where it falls short

   per Gemini Offer a fully managed cloud SaaS option with built-in global proxy routing for zero-infra deployments.

8. 8
   ZZyte—1 pts

   Claude #5Gemini —

   Veteran extraction technology (Scrapy heritage) with ML-powered automatic parsing in Zyte API, cost-per-success pricing, and strong legal/compliance rigor for large-scale structured data feeds.

   Where it falls short

   per Claude Ship first-class AI-native tooling — MCP server, LLM-ready markdown output, and agent framework integrations — to match the newer AI-focused entrants' developer mindshare.

Just missed the top 5

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously