Crawlbase vs Olostep
Crawlbase scores higher on the AgentReady, 68/100 against 63/100. They differ on 5 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.
What each one is
Crawlbase. Crawlbase provides web crawling, scraping, and parsing APIs at scale.
Olostep. Olostep is web data infrastructure for AI, providing an API for web agentic search, scraping and crawling.
Where Crawlbase is ahead
Crawlbase passes search discoverable, and Olostep does not. That is discover, whether an agent can find the product at all without being told it exists.
It also holds adopt: agent-compatible signup flow, fast time to first request and copyable quickstart. Olostep misses those.
Where Olostep is ahead
Olostep passes structured, predictable output, and Crawlbase does not. That is operate, whether an agent can run against it in production and recover when a call fails.
What neither does
Both fail structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, no mandatory sales call, programmatic credential creation, 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. Crawlbase leads 100 to 87. Crawlbase misses nothing; Olostep misses search discoverable.
Understand. Both sit at 38/100 here. Crawlbase misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented; Olostep 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. Crawlbase leads 81 to 62. Crawlbase misses no mandatory sales call, programmatic credential creation; Olostep misses no mandatory sales call, agent-compatible signup flow, programmatic credential creation, fast time to first request, copyable quickstart.
Operate. Olostep leads 65 to 53. Crawlbase misses structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable; Olostep misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.
Pricing
Crawlbase does not publish a machine-readable starting price and has a free tier. Olostep does not publish one and has a free tier.
Signal by signal
| Signal | Crawlbase | Olostep |
|---|---|---|
| AgentReady | 68 | 63 |
| Discovery | 100 | 87 |
| Understanding | 38 | 38 |
| Adoption | 81 | 62 |
| Operability | 53 | 65 |
| Public API | Yes | Yes |
| MCP server | Yes | Yes |
| OpenAPI spec | Unknown | Unknown |
| CLI | Yes | Yes |
| llms.txt | Yes | Yes |
| Self-serve signup | Yes | Yes |
| Free tier | Yes | Yes |
Which to pick
Crawlbase clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Crawlbase and Olostep. Alternatives to each: Crawlbase, Olostep.
An agent can fetch this as data: POST /v1/compare {"slugs": ["crawlbase", "olostep"]}