Linkup vs Olostep
Linkup scores higher on the AgentReady, 67/100 against 63/100. They differ on 7 of the 41 signals. Which ones decides whether an agent can adopt them without a person watching.
What each one is
Linkup. Web Search API for AI with industry-leading accuracy, providing web search built for AI applications via one API call or deployed inside your own cloud.
Olostep. Olostep is web data infrastructure for AI, providing an API for web agentic search, scraping and crawling.
Where Linkup is ahead
Linkup 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: no mandatory sales call, agent-compatible signup flow, fast time to first request and copyable quickstart. Olostep misses those.
Where Olostep is ahead
Olostep passes limits / constraints documented, and Linkup 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 operate: agent compatibility verified. Linkup misses it.
What neither does
Both fail structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, 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. Linkup leads 100 to 87. Linkup misses nothing; Olostep misses search discoverable.
Understand. Olostep leads 38 to 31. Linkup misses structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, limits / constraints 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. Linkup leads 90 to 62. Linkup misses 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 47. Linkup misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, agent compatibility verified; Olostep misses machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable.
Pricing
Linkup starts at $0.001 and has a free tier. Olostep does not publish one and has a free tier.
| Linkup plans | Olostep plans |
|---|---|
| Fetch $0.001 - $0.005 | - |
| Search $0.005 - $0.006 | - |
| Research $0.25 - $2.50 | - |
Signal by signal
| Signal | Linkup | Olostep |
|---|---|---|
| AgentReady | 67 | 63 |
| Discovery | 100 | 87 |
| Understanding | 31 | 38 |
| Adoption | 90 | 62 |
| Operability | 47 | 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
Linkup clears more of the signals an agent needs, so it is the safer default for unattended use. Full profiles: Linkup and Olostep. Alternatives to each: Linkup, Olostep.
An agent can fetch this as data: POST /v1/compare {"slugs": ["linkup", "olostep"]}