Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Koah records 14,865 monthly visits with -13.7% growth and Contact for Pricing pricing.
Web data API that turns any site into clean, AI-ready content
The ad network built for AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | firecrawl.dev | koahlabs.com |
| Pricing Model | Freemium, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.83M (1,828,239) | 14.87K (14,865) |
| MoM Traffic Delta | -35.65K (-1.9%) | -2.36K (-13.7%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🇺🇸 United States (86.2%) |
| Direct Visits / mo | 740.26K | 5.95K |
| User Rating | 4.7 | 3.8 |
| 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 ad network built for AI
Ads are matched from generative inputs and in-product signals rather than third-party proxies, so relevance is based on what the user is actually asking.
User, context and memory signals are evaluated at inference time, so placements respond to the ongoing conversation instead of a pre-computed audience segment.
Formats are designed to integrate into the interaction — assistant answers, agent workflows and messaging-style surfaces — instead of being layered on top as banners.
AI app developers add an SDK to turn inference traffic into revenue, with documentation, changelog and status pages maintained for integrators.
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.
Optimized for semantic web search and AI agent retrieval, but less focused on full-site markdown crawling.
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.
Free / Open-sourceAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
Free / Open-sourceAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
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.
Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.
Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.
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
Free / Open-sourceRun ad research, creation, and optimization from your AI agent
Free / Open-sourceRun ad research, creation, and optimization from your AI agent
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.
SpecialistHigh-precision document parsing and structured extraction API
SpecialistHigh-precision document parsing and structured extraction API
