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Extract vs Reverseimagelocation

Extract scores higher on the AgentReady, 71/100 against 42/100. They differ on 15 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.

Reverseimagelocation. AI-powered geographic analysis platform that identifies image locations from visual clues.

Where Extract is ahead

Extract passes llms.txt published and package / cli discoverable, and Reverseimagelocation 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, authentication documented, response examples provided and errors and status codes documented. Reverseimagelocation misses those.

And on adopt, no mandatory sales call, programmatic credential creation, official typescript sdk, official python sdk and cli available. Reverseimagelocation misses those.

Finally, on operate, structured, predictable output, machine-readable errors and retry behavior documented. Reverseimagelocation misses those.

Where Reverseimagelocation is ahead

Reverseimagelocation passes agent compatibility verified, and Extract does not. That is operate, whether an agent can run against it in production and recover when a call fails.

What neither does

Both fail public docs discoverable, llms-full.txt / full agent docs, openapi / spec quality, request examples provided, limits / constraints documented, agent-compatible signup flow, fast time to first request, copyable quickstart, idempotency support, rate-limit behavior predictable, observable execution. 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. Extract leads 80 to 67. Extract misses public docs discoverable, llms-full.txt / full agent docs; Reverseimagelocation misses public docs discoverable, llms.txt published, llms-full.txt / full agent docs, package / cli discoverable.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Extract leads 69 to 23. Extract misses openapi / spec quality, request examples provided, limits / constraints documented; Reverseimagelocation misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Extract leads 80 to 35. Extract misses agent-compatible signup flow, fast time to first request, copyable quickstart; Reverseimagelocation misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk, cli available.

Operate. Extract leads 53 to 41. Extract misses idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; Reverseimagelocation misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution.

Pricing

Extract starts at 0.0001 XNO and has a free tier. Reverseimagelocation starts at $19.99/mo with no free tier.

Signal by signal

Which to pick

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

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