Scrapfly vs Zenrows
Zenrows scores higher on the AgentReady, 62/100 against 59/100. 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
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.
Zenrows. Web data infrastructure for AI agents, data, and automation teams.
Where Scrapfly is ahead
Scrapfly passes structured api reference, and Zenrows does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.
Where Zenrows is ahead
Zenrows 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.
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, 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. Zenrows leads 87 to 80. Scrapfly misses search discoverable, llms-full.txt / full agent docs; Zenrows misses search discoverable.
Understand. Scrapfly leads 54 to 38. Scrapfly misses openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Zenrows misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.
Adopt is whether an agent can get a key and make its first successful call without a human in the loop. Zenrows 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; Zenrows misses no mandatory sales call, 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; Zenrows 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. Zenrows does not publish one and has a free tier.
Signal by signal
| Signal | Scrapfly | Zenrows |
|---|---|---|
| AgentReady | 59 | 62 |
| Discovery | 80 | 87 |
| Understanding | 54 | 38 |
| Adoption | 50 | 70 |
| Operability | 53 | 53 |
| Public API | Yes | Yes |
| MCP server | Yes | Yes |
| OpenAPI spec | Yes | Unknown |
| CLI | Yes | Yes |
| llms.txt | Yes | Yes |
| Self-serve signup | Yes | Yes |
| Free tier | Yes | Yes |
Which to pick
Zenrows clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Scrapfly and Zenrows. Alternatives to each: Scrapfly, Zenrows.
An agent can fetch this as data: POST /v1/compare {"slugs": ["scrapfly", "zenrows"]}