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Apify vs ScrapingBee

Apify scores higher on the AgentReady, 74/100 against 57/100. They differ on 12 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Apify. Apify is the largest marketplace of trusted tools for AI.

ScrapingBee. Web scraping API that allows users to scrape websites without managing proxies, browsers, or anti-bot defenses.

Where Apify is ahead

Apify passes llms-full.txt / full agent docs, and ScrapingBee 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. ScrapingBee misses it.

Where ScrapingBee is ahead

ScrapingBee passes search discoverable, and Apify does not. That is discover, whether an agent can find the product at all without being told it exists.

It also holds understand: pricing understandable. Apify misses it.

And on adopt, self-service signup, no mandatory sales call, free trial or free allowance, official typescript sdk and official python sdk. Apify misses those.

Finally, on operate, canonical workflow succeeds, observable execution and agent compatibility verified. Apify misses those.

What neither does

Both fail public docs discoverable, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, programmatic credential creation, fast time to first request, copyable quickstart, structured, predictable output, 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. Apify leads 100 to 80. Apify misses search discoverable, public docs discoverable; ScrapingBee misses public docs discoverable, llms-full.txt / full agent docs.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Apify leads 67 to 23. Apify misses openapi / spec quality, authentication documented, pricing understandable, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented; ScrapingBee misses structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. ScrapingBee leads 70 to 63. Apify misses self-service signup, no mandatory sales call, programmatic credential creation, free trial or free allowance, fast time to first request, copyable quickstart, official typescript sdk, official python sdk; ScrapingBee misses agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart.

Operate. Apify leads 67 to 53. Apify misses canonical workflow succeeds, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified; ScrapingBee misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

Apify does not publish a machine-readable starting price. ScrapingBee starts at $19.99/mo and has a free tier.

Signal by signal

Which to pick

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

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