Olostep vs Scrapfly
Olostep scores higher on the AgentReady, 63/100 against 59/100. They differ on 6 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.
What each one is
Olostep. Olostep is web data infrastructure for AI, providing an API for web agentic search, scraping and crawling.
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.
Where Olostep is ahead
Olostep 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. Scrapfly misses it.
Where Scrapfly is ahead
Scrapfly passes structured api reference, and Olostep does not. That is understand, whether an agent can read the docs and work out how the API behaves before calling it.
It also holds adopt: agent-compatible signup flow. Olostep misses it.
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, 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. Olostep leads 87 to 80. Olostep misses search discoverable; Scrapfly misses search 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 38. Olostep misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Scrapfly misses openapi / spec quality, request examples provided, response examples provided, errors and status codes documented.
Adopt. Olostep leads 62 to 50. Olostep misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart; Scrapfly misses no mandatory sales call, programmatic credential creation, fast time to first request, copyable quickstart, official typescript sdk, official python sdk.
Operate. Olostep leads 65 to 53. Olostep misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Scrapfly misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.
Pricing
Olostep does not publish a machine-readable starting price and has a free tier. Scrapfly does not publish one and has a free tier.
Signal by signal
| Signal | Olostep | Scrapfly |
|---|---|---|
| AgentReady | 63 | 59 |
| Discovery | 87 | 80 |
| Understanding | 38 | 54 |
| Adoption | 62 | 50 |
| Operability | 65 | 53 |
| Public API | Yes | Yes |
| MCP server | Yes | Yes |
| OpenAPI spec | Unknown | Yes |
| CLI | Yes | Yes |
| llms.txt | Yes | Yes |
| Self-serve signup | Yes | Yes |
| Free tier | Yes | Yes |
Which to pick
Olostep clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Olostep and Scrapfly. Alternatives to each: Olostep, Scrapfly.
An agent can fetch this as data: POST /v1/compare {"slugs": ["olostep", "scrapfly"]}