# Crustdata vs Extruct AI

Crustdata records 100,533 monthly visits with +1.2% month-over-month growth and Contact for Pricing pricing. Extruct AI records 54,708 monthly visits with -7% growth and Paid, Contact for Pricing pricing.

| Metric | [Crustdata](https://openaitools.app/tool/crustdata) | [Extruct AI](https://openaitools.app/tool/extruct-ai) |
| :--- | :--- | :--- |
| Website URL | https://crustdata.com | https://www.extruct.ai |
| Categories | AI API, AI Agent, AI Sales | AI Research Tool, AI Lead Generation, AI Agent, AI API |
| Pricing Model | Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 100,533 | 54,708 |
| MoM Growth Rate | +1.2% | -7% |
| Primary Market | United States | United States |
| Direct Visits | 43,881 | 8,994 |
| Review Score | 4.5 | 4.2 |
| Saved Count | 0 | 5 |
| 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)

## Extruct AI

Extruct AI targets a specific, stubborn problem: retrieving structured, verifiable facts about companies at the scale that sales, investment, and market research teams need. Instead of relying only on a static database, it combines a curated index of around ten million companies with live web research, so it can both match against known entities and discover companies that no list contains.

Querying works the way an analyst would describe a brief. You supply criteria such as sector, geography, employee range, project history, or technology used, and Extruct sources candidates, filters them against the criteria, and returns a rated set of matches. Because the underlying work is agentic, it can run broadly first and then research deeply on the shortlist, and it records where each fact came from so results can be audited rather than taken on trust.

Beyond the API, Extruct offers a Studio interface for interactive research, a Data Room of public datasets indexed live, and market and batch reports for repeatable analysis. The company has also launched Grip, aimed at outbound that AI agents can run. Teams use it to build target lists, enrich records, and produce theses, and the site presents customer stories across investment and research contexts. Pricing is plan- and credit-based, with an API key issued after sign-up.

**Pricing & Plans:** Paid, contact for pricing. Extruct structures access around plans and credits, with an API key provisioned for developers; book a call or request access for current rates.

- **Company research API:** Query companies programmatically and receive structured, sourced answers that your own agents or applications can consume.
- **Curated 10M-company index plus live web:** Match against a maintained business index or search the open web when the company you want is not in any list.
- **Criteria-based sourcing:** Define a brief with sector, size, location, and capability filters, and get back candidates rated for fit.
- **Source-backed results:** Every answer includes its origin, so findings can be verified and audited rather than accepted blindly.
- **Studio, Data Room, and batch reports:** Run research interactively, browse indexed public datasets, and generate repeatable market or portfolio analyses.

**Strengths:** Combines a curated index with live web research for broader coverage; Every result carries a source, which makes verification practical; Handles complex multi-criteria briefs rather than simple keyword lookups; Offers both an API for automation and a Studio for hands-on research

**Limitations:** Pricing is quote-based, so you need to talk to sales before you can evaluate cost; Live web research adds latency compared with a static database lookup; Value scales with volume, making it less suited to one-off lookups

[Profile (Markdown)](https://openaitools.app/tool/extruct-ai.md)

## Frequently Asked Questions

### How do Crustdata and Extruct AI compare in monthly traffic?

Crustdata has 100,533 monthly visits, while Extruct AI has 54,708. 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%; Extruct AI has -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. Extruct AI: Paid, Contact for Pricing. Paid, contact for pricing. Extruct structures access around plans and credits, with an API key provisioned for developers; book a call or request access for current rates.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Web data API that turns any site into clean, AI-ready content | [.md](https://openaitools.app/tool/firecrawl-dev.md) |
| 2 | [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) |
| 3 | [TinyFish](https://openaitools.app/tool/tinyfish) | 1,124,952 | +199.7% | Freemium, Contact for Pricing | One API key for agent-grade web search, fetch, browsing and automation | [.md](https://openaitools.app/tool/tinyfish.md) |
| 4 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Web search API and crawler built for AI agents | [.md](https://openaitools.app/tool/exa-ai.md) |
| 5 | [Tavily](https://openaitools.app/tool/gpt-researcher) | 989,998 | -0.8% | Contact for Pricing | The real-time web access layer for AI agents and deep research | [.md](https://openaitools.app/tool/gpt-researcher.md) |
| 6 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Web data infrastructure for scraping, proxies, and AI-ready datasets | [.md](https://openaitools.app/tool/bright-data.md) |
| 7 | [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) |
| 8 | [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) |
| 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 | [Yep.com](https://openaitools.app/tool/yep-com) | 155,834 | +6.2% | Free | Independent web search and agent grounding API built on the Ahrefs index | [.md](https://openaitools.app/tool/yep-com.md) |

---
Source: https://openaitools.app/compare/crustdata-vs-extruct-ai

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)