LLM-READINESS AUDIT FOR API DOCS

Docs that agents
can actually read.

Paste your API documentation URL. DocScout crawls it, scores six dimensions of LLM-readiness, and tells you exactly what to fix first.

docscout — audit

Try:

02 — Dimensions

Six lenses, one score.

Clear heading hierarchy, logical grouping and discoverable pages an agent can traverse.

Copy-pasteable requests and responses, in multiple languages, for real tasks.

Every endpoint, param, type and constraint spelled out — nothing implied.

llms.txt, OpenAPI specs and clean markdown that models ingest without guesswork.

How to authenticate, and what every error means and how to recover.

Visible versions, changelogs and deprecation paths so agents don't write stale code.

03 — How it works

STEP 1

We read your entry page, your /llms.txt and up to eight linked doc pages as clean markdown.

STEP 2

We look for llms.txt, llms-full.txt and OpenAPI / Swagger specs at the root of your docs host.

STEP 3

A model grades the site across six dimensions and surfaces the three highest-impact fixes.

04 — Go deeper

The Fix Report crawls your whole docs site and delivers every finding with evidence — self-serve, within 48h.