# Crustdata vs TinyFish Crustdata records 100,533 monthly visits with +1.2% month-over-month growth and Contact for Pricing pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing. | Metric | [Crustdata](https://openaitools.app/tool/crustdata) | [TinyFish](https://openaitools.app/tool/tinyfish) | | :--- | :--- | :--- | | Website URL | https://crustdata.com | https://www.tinyfish.ai | | Categories | AI API, AI Agent, AI Sales | AI API, AI Agent, AI Browsers, AI Web Scraping | | Pricing Model | Contact for Pricing | Freemium, Contact for Pricing | | Monthly Visits | 100,533 | 1,124,952 | | MoM Growth Rate | +1.2% | +199.7% | | Primary Market | United States | United States | | Direct Visits | 43,881 | 401,320 | | Review Score | 4.5 | 4.4 | | Saved Count | 0 | 0 | | Supported Platforms | Website | Website | ## Crustdata Crustdata indexes public web pages and resolves them into one continuously updated graph of people and companies, rather than a static archive of scraped records. That graph is exposed two ways: a flexible REST API with a filter language that supports intent-style queries, and an MCP server that drops the whole graph into an agent in a single line of configuration. Teams use it for search, enrichment, signals and watchers — the four primitives that cover most B2B data workflows. The product is built around three claims it calls freshness, depth and resolution. Freshness means profiles are re-verified continuously instead of going stale; depth means a profile carries the whole story — role changes, funding events, hiring activity, open-source work — rather than a single row; resolution means every identity is mapped to the right human, which is the hardest part of B2B data and the reason agents so often sound confidently wrong. Crustdata markets itself chiefly to sales, recruiting and investing teams that now run sourcing flows end to end with agents. Technically, queries are expressed as structured filter conditions over fields such as headcount, headcount growth over twelve months, total funding raised and country, and return records with company name, website, funding and headcount. Because agents do the querying, the interface avoids filter menus and list limits — you describe the target in natural language and the agent translates it into precise filters. **Pricing & Plans:** Crustdata does not publish public list prices; pricing is arranged with the sales team based on use case and volume. A demo request and API key flow are available from the site. - **Live graph of 1B people and 100M+ companies:** Every indexed web page is parsed and resolved into a single graph of people and companies that is re-verified continuously instead of archived. - **REST API with intent-style filters:** Compose structured conditions over headcount, headcount growth, funding raised, locations and more, with no filter menus or fixed list limits. - **MCP server for agents:** 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. - **Signals and watchers:** 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. - **Identity resolution:** Multiple sources are mapped to the right individual, reducing the duplicate and mismatched profiles that make agent output unreliable. **Strengths:** Very large, continuously refreshed graph spanning people and companies; Both REST API and MCP, so it works for classic backends and for agents; Intent-based querying removes the filter-menu and list-limit constraints of typical B2B tools; Strong emphasis on fresh signals — role changes, funding, hiring — not just static firmographics **Limitations:** No public pricing, so evaluation requires a sales conversation; Credit-based or volume-based structures can make cost hard to model up front; Resolving identities perfectly across the open web remains inherently imperfect [Profile (Markdown)](https://openaitools.app/tool/crustdata.md) ## TinyFish TinyFish describes itself as the web stack for AI agents: a serverless platform that lets agents search, extract, browse and act on the live web. Rather than a single point tool, it groups several products under one API key and one wallet — TinySearch for fresh, browser-rendered web search returned as structured JSON, TinyFetch for turning any URL into clean Markdown, JSON or HTML, TinyBrowser for real cloud browser sessions driven with Playwright, Puppeteer or CDP, TinyAgent for plain-English multi-step automation, and TinyMonitor for alerts when a page or topic changes. The platform is aimed at production workloads rather than demos. It emphasises reliability and structure, real browser rendering instead of thin cached results, persistent session state, and the ability to handle authenticated flows. Supporting pieces include TinyVault for connecting 1Password or Bitwarden so credentials stay hidden from the model, TinyProfiles for saving signed-in sessions, and step-by-step run recordings so you can audit exactly what an agent did on a site. TinyFish is designed to slot into existing developer stacks. It is promoted for use alongside Claude, ChatGPT, Cursor and other agent runtimes, offers an MCP connection, Python SDK and CLI, and is positioned for workloads such as price monitoring, record enrichment, deep research and supplier-portal automation. Entry-level search and fetch calls are free, while agent steps, browser minutes and monitoring checks are metered on a pay-as-you-go wallet basis, with an enterprise track for larger deployments. **Pricing & Plans:** Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page. - **TinySearch:** Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee. - **TinyFetch:** Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model. - **TinyBrowser:** Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol. - **TinyAgent and TinyMonitor:** 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. - **One API key, one wallet:** Search, fetch, browser and agent products share single authentication and billing, plus an MCP connection, Python SDK and CLI. **Strengths:** Consolidates search, fetch, browsing, agent automation and monitoring behind one API key and wallet; Browser-rendered, uncached results rather than thin cached snippets; Free search and fetch tiers lower the cost per task compared to several paid search APIs; Strong developer ergonomics: MCP, Python SDK, CLI and integrations with popular agent runtimes **Limitations:** Agent steps, browser minutes and monitoring checks are metered, so heavy automation volumes add up; More complex auth flows still carry the usual fragility of driving third-party sites; It is infrastructure for builders — not aimed at non-technical end users [Profile (Markdown)](https://openaitools.app/tool/tinyfish.md) ## Frequently Asked Questions ### How do Crustdata and TinyFish compare in monthly traffic? Crustdata has 100,533 monthly visits, while TinyFish has 1,124,952. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Crustdata has a month-over-month growth rate of +1.2%; TinyFish has +199.7%. ### How does pricing compare? Crustdata: Contact for Pricing. Crustdata does not publish public list prices; pricing is arranged with the sales team based on use case and volume. A demo request and API key flow are available from the site. TinyFish: Freemium, Contact for Pricing. Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API. | [.md](https://openaitools.app/tool/apify.md) | | 2 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities. | [.md](https://openaitools.app/tool/firecrawl-dev.md) | | 3 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) | | 4 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools. | [.md](https://openaitools.app/tool/exa-ai.md) | | 5 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish. | [.md](https://openaitools.app/tool/bright-data.md) | | 6 | [Treg](https://openaitools.app/tool/treg) | 452,935 | +223.4% | Freemium | One key for 4,100+ agent tools, pay per call | [.md](https://openaitools.app/tool/treg.md) | | 7 | [Merge](https://openaitools.app/tool/merge-dev) | 313,201 | +1.7% | Freemium, Contact for Pricing | The universal context engine connecting agents to data, tools, and models | [.md](https://openaitools.app/tool/merge-dev.md) | | 8 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints. | [.md](https://openaitools.app/tool/jina-ai.md) | | 9 | [ColdIQ](https://openaitools.app/tool/coldiq-x-slack) | 195,701 | -14.8% | Freemium, Paid, Contact for Pricing | One GTM data API for prospecting, enrichment and AI agents | [.md](https://openaitools.app/tool/coldiq-x-slack.md) | | 10 | [Browserless](https://openaitools.app/tool/browserless) | 185,543 | -21.2% | Freemium, Paid, Contact for Pricing | Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs. | [.md](https://openaitools.app/tool/browserless.md) | --- Source: https://openaitools.app/compare/crustdata-vs-tinyfish More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)