
Free / Open-sourceRun thousands of ready-made web scrapers and AI agents from one cloud platform
Free / Open-sourceRun thousands of ready-made web scrapers and AI agents from one cloud platform
Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Kadoa records 0 monthly visits with 0% growth and Paid, Contact for Pricing pricing.
AI agents that build, verify and maintain web data pipelines for finance
| Dimension / Metric | ||
|---|---|---|
| Official Domain | firecrawl.dev | kadoa.co |
| Pricing Model | Freemium, Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 1.83M (1,828,239) | 0 (0) |
| MoM Traffic Delta | -35.65K (-1.9%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (31.8%) | 🌐 Global (—) |
| Direct Visits / mo | 740.26K | 0 |
| User Rating | 4.7 | 4.7 |
| 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.
AI agents that build, verify and maintain web data pipelines for finance
Describe the dataset you need in natural language and Kadoa's agents build, run and repair the extraction pipeline as source websites change.
Every delivered value traces back to its source paragraph or cell, and each run is validated for completeness, plausibility, schemas and your own domain rules.
Catch market-moving events first with fast, reliable alerts on filings, pricing updates and website changes.
Datasets land in Excel, Google Sheets, Slack, Snowflake, Databricks, BigQuery, S3, SFTP, webhooks, MCP and a REST API.

Free / Open-sourceRun thousands of ready-made web scrapers and AI agents from one cloud platform
Free / Open-sourceRun thousands of ready-made web scrapers and AI agents from one cloud platform

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.

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.

Free / Open-sourceAI agents that run recurring business work for your team
Free / Open-sourceAI agents that run recurring business work for your team
Free / Open-sourceBuild, share, and control AI agents that actually do the work
Free / Open-sourceBuild, share, and control AI agents that actually do the work

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.

Free / Open-sourceNo-code automation for sales prospecting and data extraction
Free / Open-sourceNo-code automation for sales prospecting and data extraction

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-sourceAgentic, no-code web scraping that turns any URL into clean structured data
Free / Open-sourceAgentic, no-code web scraping that turns any URL into clean structured data

Free / Open-sourceNo-code AI web scraping that builds, runs, and repairs its own bots
Free / Open-sourceNo-code AI web scraping that builds, runs, and repairs its own bots