Compare

Scrapfly vs Zyte

Scrapfly scores higher on the AgentReady, 59/100 against 54/100. They differ on 11 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.

Zyte. Zyte is a web data extraction platform that provides AI-powered web scraping solutions to unblock, render, and extract data from any website at scale.

Where Scrapfly is ahead

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

It also holds understand: authentication documented and limits / constraints documented. Zyte misses those.

And on adopt, cli available and mcp integration available. Zyte misses those.

Finally, on operate, agent compatibility verified. Zyte misses it.

Where Zyte is ahead

Zyte passes llms-full.txt / full agent docs, 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: official typescript sdk and official python sdk. Scrapfly misses those.

And on operate, structured, predictable output and retry behavior documented. Scrapfly misses those.

What neither does

Both fail search discoverable, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, machine-readable errors, 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. Scrapfly leads 80 to 73. Scrapfly misses search discoverable, llms-full.txt / full agent docs; Zyte misses search discoverable, mcp discoverable.

Understand is whether an agent can read the docs and work out how the API behaves before calling it. Scrapfly leads 54 to 38. Scrapfly misses openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Zyte misses openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented.

Adopt. Both sit at 50/100 here. Scrapfly misses no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk; Zyte misses no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, cli available, mcp integration available.

Operate. Both sit at 53/100 here. Scrapfly misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Zyte misses machine-readable errors, idempotency support, rate-limit behavior predictable, agent compatibility verified.

Pricing

Scrapfly does not publish a machine-readable starting price and has a free tier. Zyte starts at $2/10k requests 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 Zyte. Alternatives to each: Scrapfly, Zyte.

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