
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.

Crustdata records 100,533 monthly visits with +1.2% month-over-month growth and Contact for Pricing pricing. Firecrawl records 1,828,239 monthly visits with -1.9% growth and Freemium, Contact for Pricing pricing.

Real-time B2B people and company data for AI agents
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | crustdata.com | firecrawl.dev |
| Pricing Model | Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 100.53K (100,533) | 1.83M (1,828,239) |
| MoM Traffic Delta |
| +1.24K (+1.2%) |
| -35.65K (-1.9%) |
| Primary Market & Share | 🇺🇸 United States (38.2%) | 🇺🇸 United States (31.8%) |
|---|
| Direct Visits / mo | 43.88K | 740.26K |
|---|
| User Rating | 4.5 | 4.7 |
|---|
| Supported Platforms | Website | Website |
|---|

Real-time B2B people and company data for AI agents
Every indexed web page is parsed and resolved into a single graph of people and companies that is re-verified continuously instead of archived.
Compose structured conditions over headcount, headcount growth, funding raised, locations and more, with no filter menus or fixed list limits.
Drop the entire graph into an AI agent with a one-line MCP configuration so it can search, enrich and monitor without bespoke integration code.
Track role changes, funding events and hiring activity on the accounts and people you care about, so agent workflows act on what changed rather than what was true last quarter.
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.

SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.

Free / Open-sourceBuild GTM systems that turn data into revenue
#2
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.

SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.


Free / Open-sourceOne key for 4,100+ agent tools, pay per call


Free / Open-sourceThe universal context engine connecting agents to data, tools, and models

Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.

Free / Open-sourceOne GTM data API for prospecting, enrichment and AI agents

SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked
Free / Open-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.
SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.
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.
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
Free / Open-sourceUses natural language prompts for extraction with open-source flexibility, but less optimized for massive enterprise crawling.