Prowl
Free agent visibility report
Are AI agents picking you or your competitor?
Enter your site or MCP server. We test what agents see, how often they're shown you, and who they recommend instead.
Free · no account needed · about a minute
01
We analyze your site
Score your agent-readiness: llms.txt, OpenAPI, MCP, auth friction, error clarity.
02
See what agents see
How often agents were shown you, where you rank in your category, and who they picked instead.
03
Get picked
Claim your listing for free, fix what's missing, and take the sponsored slot when agents search your category.
Analyzing your visibility
- Fetching your site
- Looking for llms.txt, OpenAPI and MCP
- Testing whether an agent can sign up on its own
- Scoring agent-readiness
- Ranking you against your category
Agents don't browse — they read machine-readable files and pick from what a directory returns. This checks both.