API/docs/MCP observability
Agent Reach Teardown for API-first SaaS.
See whether AI systems are reaching your docs, API, MCP, pricing, and integration pages, where public discoverability looks weak, and what page to fix next.
Proof boundary
Public pass shows likely reachability issues: page coverage, internal discovery, robots/sitemap signals, and agent-readable structure.
Installed SeeLLM monitor shows actual crawler/referral evidence: which AI systems visited, what they ignored, and whether referral evidence came back.
Agent-facing surfaces
Your docs are distribution now.
SDKs and MCP servers only matter if agents can find the pages that explain what your product does, how to connect, and when a buyer should choose you.
API docs
OpenAPI specs
MCP pages
SDK docs
Pricing
Integrations
Comparison pages
Developer quickstarts
What you get
A teardown built around what to fix next.
Important page map
A short list of the docs, API, MCP, pricing, and integration pages agents should be able to reach.
Discoverability gaps
Public checks for weak internal paths, missing sitemap coverage, unclear answer structure, and pages agents may skip.
48-hour evidence plan
What SeeLLM would monitor after install: AI crawler visits, ignored pages, referral evidence, and recent changes.
Request teardown
Send the domain and the pages that matter.
The useful starting point is not the whole website. It is the pages agents need to understand your API, integrations, pricing, and buyer fit.
Include this in the request