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Firecrawl vs Linkup

Firecrawl scores higher on the AgentReady, 70/100 against 67/100. They differ on 4 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

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

Linkup. Web Search API for AI with industry-leading accuracy, providing web search built for AI applications via one API call or deployed inside your own cloud.

Where Firecrawl is ahead

Firecrawl passes limits / constraints documented, and Linkup does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.

It also holds operate: agent compatibility verified. Linkup misses it.

Where Linkup is ahead

Linkup 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 adopt: no mandatory sales call. Firecrawl misses it.

What neither does

Both fail structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, programmatic credential creation, machine-readable errors, retry behavior documented, 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. Linkup leads 100 to 93. Firecrawl misses clear canonical domain; Linkup misses nothing.

Understand. Firecrawl leads 38 to 31. Firecrawl misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Linkup misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Linkup leads 90 to 80. Firecrawl misses no mandatory sales call, programmatic credential creation; Linkup misses programmatic credential creation.

Operate is whether an agent can run against it in production and recover when a call fails. Firecrawl leads 67 to 47. Firecrawl misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Linkup misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Firecrawl starts at $16/month and has a free tier. Linkup starts at $0.001 and has a free tier.

Signal by signal

Which to pick

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

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