
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Crustdata (Signal Watcher) records 0 monthly visits with 0% month-over-month growth and Free Trial, Contact for Pricing pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Real-time B2B people and company data for AI agents
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | trycrustdata.com | tinyfish.ai |
| Pricing Model | Free Trial, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 0 (0) | 1.12M (1,124,952) |
| MoM Traffic Delta | 0 (0%) | +749.57K (+199.7%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 0 | 401.32K |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |

Real-time B2B people and company data for AI agents
Search 1B+ people and 60M+ companies and enrich records via REST API or MCP, with results refreshed every 1 to 30 days and live real-time endpoints available.
An MCP server drops the entire people and company graph into your agent in a single line, so AI agents can act on accurate data instead of stale guesses.
Watchers alert you when a tracked person or company changes or a new match appears, with funding and job-change signals, and you pay only for new or changed results.
Searching is cheap and billed per result, so you can explore a wide list first and spend only on the people and companies you actually keep.

One API key for agent-grade web search, fetch, browsing and automation
Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.

Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
Build GTM systems that turn data into revenue

Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools.

Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.

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

The universal context engine connecting agents to data, tools, and models

Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.
Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.

One GTM data API for prospecting, enrichment and AI agents

Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.

SpecialistProxies and web data APIs for scraping and AI pipelines
SpecialistProxies and web data APIs for scraping and AI pipelines

SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.