Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Octen records 11,653 monthly visits with +7.6% growth and Free Trial, Paid pricing.
Real-time web search and retrieval APIs built for AI agents
| Dimension / Metric | ||
|---|---|---|
| Official Domain | firecrawl.dev | octen.ai |
| Pricing Model | Freemium, Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 1.83M (1,828,239) | 11.65K (11,653) |
| MoM Traffic Delta | -35.65K (-1.9%) | +828 (+7.6%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🇸🇬 Singapore (80.3%) |
| Direct Visits / mo | 740.26K | 5.89K |
| 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.
Real-time web search and retrieval APIs built for AI agents
Returns ranked, LLM-ready results with highlights and optional full content, designed to hold steady latency even under very high query concurrency.
Automatically splits one complex question into parallel sub-queries and merges the results, giving agents broader coverage from a single call.
Dedicated embedding families for text and for vision-language retrieval, letting teams embed pages, images, video, and documents into a shared vector space.
Turns any URL into clean Markdown with intent-focused highlights and a classified page type, so downstream models receive structured, noise-free input.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

A free, AI-powered academic search engine for 240M+ papers across every scientific field
A free, AI-powered academic search engine for 240M+ papers across every scientific field

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.

One API key for agent-grade web search, fetch, browsing and automation

Web search API and crawler built for AI agents
The real-time web access layer for AI agents and deep research

Search and inference APIs that give AI models real-time web data

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

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

Independent web search and agent grounding API built on the Ahrefs index
Independent web search and agent grounding API built on the Ahrefs index