Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Ragie records 7,557 monthly visits with -26.8% growth and Freemium, Free Trial, Free pricing.
Web data API that turns any site into clean, AI-ready content
The managed context engine for agents, assistants and apps
| Dimension / Metric | | |
|---|---|---|
| Official Domain | firecrawl.dev | ragie.ai |
| Pricing Model | Freemium, Contact for Pricing | Freemium, Free Trial, Free |
| Monthly Visits | 1.83M (1,828,239) | 7.56K (7,557) |
| MoM Traffic Delta | -35.65K (-1.9%) | -2.77K (-26.8%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🇺🇸 United States (47.5%) |
| Direct Visits / mo | 740.26K | 2.99K |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |
Web data API that turns any site into clean, AI-ready content
Multiple endpoints cover discovery, single-page extraction, whole-site crawling, and URL mapping from one API.
Returns Markdown, structured JSON, HTML, links, and screenshots while stripping navigation, ads, and footers to cut token usage.
After scraping, drive clicks, typing, scrolling, and navigation with prompts or code to reach data behind interaction.
Python and Node SDKs, REST API, CLI, and an MCP server let agents and IDEs connect in minutes.
The managed context engine for agents, assistants and apps
Ragie builds and combines vector, keyword and summary indexes so retrieval surfaces accurate context rather than leaning on embeddings alone.
Sync content automatically from Google Drive, Notion, Confluence, Slack and many other sources, or embed connectors so your own customers connect their data.
Text, PDFs, images, audio and video all flow through one unified pipeline, producing clean context packs regardless of the source format.
Extract structured elements including tables, forms, charts and key-value pairs from documents, with precise bounding boxes for full traceability.
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation.
Web search API and crawler built for AI agents
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.
Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.
SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.
SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.
AI search and retrieval platform for modern apps and commerce
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
The managed vector database and knowledge engine for production AI
Search foundation built from embeddings, rerankers, and reader APIs
SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Free / Open-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.
Free / Open-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.
