Web analytics for AI agents
As of 11 Oct 2026, an AI agent gets in on its own at 2 of the 4 products we drove in web analytics. Furthest an agent got: Plausible Analytics and Umami, each L3 Does the work.
4 products by level
- L50
- L40
- L32
- L20
- L12
- L00
Every product here was driven by our agent. Sorted by level, then work done, then time to the first call. How we rank
Plausible Analyticsplausible.ioL3Does the work- Find: No docs for agents.
- Access: Sign-up in a browser.
- Use: 75% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
Umamiumami.isL3Does the work- Find: Some docs for agents: llms.txt and an MCP server.
- Access: Signs up in a browser.
- Use: 75% of the work.
- Pay: Payment not tried: robots.txt keeps our agent off the payment page for now.
- Leave: Leaves on its own: Nothing to cancel, deletes its account.
Fathom Analyticsusefathom.comCan't sign up on its ownCredit card required to sign upL1Needs a person- Find: Docs for agents: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Needs a card to start: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Pirschpirsch.ioCan't sign up on its own: a bot check stops itL1Needs a person- Find: Some docs for agents: partly: An MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
Compare two side by side.
6 comparisons: where an agent gets further, checkpoint by checkpoint.
See what an agent sees in yours.
Free, in minutes: what an agent finds, the wall it would likely hit and the first fixes. A Drive ($49) lists yours here with its level.