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Scrapfly vs ScrapingBee

Scrapfly scores higher on the AgentReady, 59/100 against 57/100. They differ on 9 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.

What each one is

Scrapfly. Scrapfly is a web scraping and browser automation platform that provides an API to scrape any public site, drive any browser, and power any agent.

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

Where Scrapfly is ahead

Scrapfly passes public docs discoverable, 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, authentication documented and limits / constraints documented. ScrapingBee misses those.

And on adopt, agent-compatible signup flow. ScrapingBee misses it.

Where ScrapingBee is ahead

ScrapingBee passes search discoverable, and Scrapfly 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, official typescript sdk and official python sdk. Scrapfly misses those.

What neither does

Both fail llms-full.txt / full agent docs, 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, 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. Both sit at 80/100 here. Scrapfly misses search discoverable, llms-full.txt / full agent docs; 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. Scrapfly leads 54 to 23. Scrapfly misses openapi / spec quality, request examples provided, response examples provided, errors and status codes 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 50. Scrapfly misses no mandatory sales call, programmatic credential creation, 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. Both sit at 53/100 here. Scrapfly misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; ScrapingBee misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.

Pricing

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

Signal by signal

Which to pick

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

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