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Apollo vs Crunchbase

Apollo scores higher on the AgentReady, 64/100 against 31/100. They differ on 17 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Apollo. The AI sales platform for smarter, faster revenue growth.

Crunchbase. Crunchbase is a platform that provides industry-leading predictive intelligence for private market opportunities, offering data on companies, funding rounds, acquisitions, and executive changes.

Where Apollo is ahead

Apollo passes clear canonical domain, public docs discoverable, llms.txt published, mcp discoverable and machine-readable metadata, and Crunchbase does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: authentication documented, pricing understandable and limits / constraints documented. Crunchbase misses those.

And on adopt, self-service signup, agent-compatible signup flow, free trial or free allowance, official python sdk and mcp integration available. Crunchbase misses those.

Finally, on operate, observable execution and agent compatibility verified. Crunchbase misses those.

Where Crunchbase is ahead

Crunchbase passes no mandatory sales call, and Apollo does not. That is adopt, whether an agent can get a key and make its first successful call without a human in the loop.

It also holds operate: rate-limit behavior predictable. Apollo misses it.

What neither does

Both fail llms-full.txt / full agent docs, structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, programmatic credential creation, fast time to first request, copyable quickstart, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support. If your agent needs any of those, you will be building it yourself either way.

Score, pillar by pillar

The AgentReady splits into four pillars, scored separately, because a product can be easy to find and still impossible to adopt.

Discover is whether an agent can find the product at all without being told it exists. Apollo leads 93 to 47. Apollo misses llms-full.txt / full agent docs; Crunchbase misses clear canonical domain, public docs discoverable, llms.txt published, llms-full.txt / full agent docs, mcp discoverable, machine-readable metadata.

Understand. Apollo leads 38 to 15. Apollo misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Crunchbase misses structured api reference, openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Apollo leads 70 to 25. Apollo misses no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart; Crunchbase misses self-service signup, agent-compatible signup flow, programmatic credential creation, free trial or free allowance, fast time to first request, copyable quickstart, official python sdk, mcp integration available.

Operate. Apollo leads 56 to 35. Apollo misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Crunchbase misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, observable execution, agent compatibility verified.

Pricing

Apollo does not publish a machine-readable starting price and has a free tier. Crunchbase does not publish one.

Signal by signal

Which to pick

Apollo clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Apollo and Crunchbase. Alternatives to each: Apollo, Crunchbase.

An agent can fetch this as data: POST /v1/compare {"slugs": ["apollo", "crunchbase"]}