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Extract vs Firecrawl

Extract scores higher on the AgentReady, 71/100 against 70/100. They differ on 16 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Extract. Vend API Merchant — Six pay-per-call APIs for AI agents settled in Nano (XNO), no signup, no API key.

Firecrawl. The context API to search, scrape, and interact with the web at scale.

Where Extract is ahead

Extract passes clear canonical domain, and Firecrawl does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: structured api reference, response examples provided and errors and status codes documented. Firecrawl misses those.

And on adopt, no mandatory sales call and programmatic credential creation. Firecrawl misses those.

Finally, on operate, machine-readable errors and retry behavior documented. Firecrawl misses those.

Where Firecrawl is ahead

Firecrawl passes public docs discoverable and llms-full.txt / full agent docs, and Extract does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: limits / constraints documented. Extract misses it.

And on adopt, agent-compatible signup flow, fast time to first request and copyable quickstart. Extract misses those.

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

What neither does

Both fail openapi / spec quality, request examples provided, idempotency support, rate-limit behavior predictable. 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. Firecrawl leads 93 to 80. Extract misses public docs discoverable, llms-full.txt / full agent docs; Firecrawl misses clear canonical domain.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Extract leads 69 to 38. Extract misses openapi / spec quality, request examples provided, limits / constraints documented; Firecrawl misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.

Adopt. Both sit at 80/100 here. Extract misses agent-compatible signup flow, fast time to first request, copyable quickstart; Firecrawl misses no mandatory sales call, programmatic credential creation.

Operate. Firecrawl leads 67 to 53. Extract misses idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; Firecrawl misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

Extract starts at 0.0001 XNO and has a free tier. Firecrawl starts at $16/month and has a free tier.

Signal by signal

Which to pick

Signal counts are level here, so fit and price decide it. Full profiles: Extract and Firecrawl. Alternatives to each: Extract, Firecrawl.

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