Documentation.AI
AI agents can use most of these docs. A few fixes would make them reliable.
Last scanned Sep 25, 2026documentation.ai/docsDocumentation.AI15 pages tested
Score overview
Documentation.AI scores 86 out of 100 (grade B), passing 20 of 27 checks. 7 still need work.
- Kind of site
- Developer docs
- Checks passed
- 20/27
- Partly passed
- 3
- Failed
- 4
Access
Content discoverability4 passed2 failed1 partly
Pages point agents to llms.txt
No llms.txt directive found in HTML of any of 15 sampled pages
No agent-facing directive pointing to llms.txt was detected in the HTML of any tested page. Add a visually-hidden element near the top of each page (e.g., a div with CSS clip-rect) containing a link to your llms.txt. If your site serves markdown versions of pages, mention that in the directive too so agents know to request it.
Check your fix:
curl -s https://documentation.ai/docs/ai/ai-assistant | grep -n llms.txtfinds the link near the top of the HTML.Markdown pages point agents to llms.txt
No llms.txt directive found in markdown of any of 15 sampled pages
No llms.txt directive was detected in the markdown of any tested page. Add a blockquote near the top of each markdown page (e.g., "> For the complete documentation index, see [llms.txt](/llms.txt)").
Check your fix: The Markdown version of https://documentation.ai/docs/ai/ai-assistant (its .md URL, or the page fetched with
Accept: text/markdown) has the llms.txt line in its first few lines.llms.txt follows the standard structure
llms.txt contains parseable links but doesn't fully follow the proposed structure: https://documentation.ai/docs/llms.txt: No blockquote summary found
Your llms.txt contains parseable links but doesn't follow the standard structure. Add an H1 title as the first line and a blockquote summary (lines starting with >) to improve agent parsing.
Check your fix: llms.txt starts with a
# Title, then a> summaryline, then##sections of links.llms.txt exists
llms.txt found at 2 locations; using https://documentation.ai/docs/llms.txt as canonical
llms.txt fits in an agent's context
llms.txt is 27,696 characters (under 50,000 threshold)
llms.txt links work
All 15 same-origin sampled links resolve (133 total links)
llms.txt links point to Markdown
15/15 same-origin sampled links point to markdown content (100%)
Markdown availability1 passed1 failed
Server returns Markdown when asked
Server ignores Accept: text/markdown header (0/15 sampled pages return markdown)
Your server ignores Accept: text/markdown and returns HTML. Some agents (Claude Code, Cursor, OpenCode) request markdown this way. Configure your server to honor content negotiation.
Check your fix:
curl -sI -H "Accept: text/markdown" https://documentation.ai/docs/ai/ai-assistantreturnscontent-type: text/markdown.Pages are available as Markdown
15/15 sampled pages support .md URLs (100%)
Page size and truncation3 passed1 partly
Content starts near the top
15 of 15 sampled pages have content starting at 10–50% (worst 44%)
15 of 15 pages have documentation content starting 10-50% into the converted output. Reduce navigation, breadcrumb, and sidebar markup that precedes the content area.
Content is in the HTML without JavaScript
All 15 sampled pages contain server-rendered content
Markdown pages fit in context
All 15 pages under 50K chars (median 8K, max 14K)
HTML pages fit in context
All 15 sampled pages under 50K chars (median 372K HTML → 18K markdown (96% boilerplate))
Content structure3 passed
Tabs don't bloat the page
No tabbed content detected across 15 sampled pages
Headings inside tabs name their variant
No tabbed content found; header quality check not applicable
Code blocks are well-formed
All 64 code fences properly closed across 17 pages
URL stability2 passed
Missing pages return a real 404
All 15 sampled pages return proper error codes for bad URLs
Redirects stay on the same host
No redirects detected across 15 sampled pages
Content health2 passed1 partly
Markdown matches the HTML page
2 of 15 pages have minor content differences between markdown and HTML
2 pages have minor content differences between their markdown and HTML versions.
llms.txt covers the whole site
llms.txt covers 99% of 133 sitemap doc pages; 1 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
Cache headers allow timely updates
All 17 endpoints have appropriate cache headers
Authentication and access1 passed
Gated docs offer another way in
All docs pages are publicly accessible; no alternative access paths needed
Docs are readable without logging in
All 15 sampled pages are publicly accessible
Crawler access2 passed
Crawlers and AI assistants may read the docs
robots.txt lets Googlebot, Bingbot, OAI-SearchBot, PerplexityBot, Claude-SearchBot and Claude-User read the docs.
Sitemap lists the docs pages
The sitemap at https://documentation.ai/docs/sitemap.xml lists 132 of the 134 docs pages found through llms.txt and page links.
Freshness
Maintenance2 passed1 failed
Links and section anchors work
10 of 49 references checked on the sampled pages are broken: 9 links and 1 section anchor. 4 more could not be verified (timeouts or blocked requests) and are not counted.
Fix or remove the broken links, redirect moved pages to their new address, and restore or retarget section anchors. Agents follow links to gather context, and a dead link ends that path.
Check your fix: Every link on https://documentation.ai/getting-started/introduction (404) linked from https://documentation.ai/docs/ai/ai-assistant returns 200, and every
#sectionlink points at an element with that id.Pages say when they were last changed
15 of 15 sampled pages state when they were last changed.
Sitemap entries still exist
All 10 sitemap entries sampled still exist.
Consistency with the API specNot applicable
Endpoints in the docs exist in the API spec
No OpenAPI description was found, so the docs could not be compared with a spec.
CurrencyNot applicable
Deprecated operations are marked as such
No OpenAPI description was found, so deprecation notices could not be compared with a spec.
Additional checks
MCP server is discoverable
An MCP server answers at https://documentation.ai/docs/_mcp.
llms-full.txt is available
No llms-full.txt found at https://documentation.ai/docs/llms-full.txt or https://documentation.ai/llms-full.txt.
Publish /llms-full.txt with the full text of your docs in Markdown, so an agent can load everything in one request instead of crawling page by page.
Check your fix:
curl -sI https://documentation.ai/docs/llms-full.txtreturns 200.Agent skills are published
No agent skills index was found at /.well-known/agent-skills/index.json.
Publish an Agent Skills index at /.well-known/agent-skills/index.json with a SKILL.md for your main tasks, so agents can load task instructions without reading every page.
About this scan
- Scanned
- Sep 25, 2026
- Pages tested
- 15 of 133 found
- Platform
- Documentation.AI
- Kind of site
- Developer docs
- AFDocs score, on its own
- 85 (B), 16 of 23 checks pass
- Based on 15 sampled pages, chosen deterministically from the sitemap and llms.txt. Pages outside the sample were not read.
- Pages were fetched without running JavaScript, the way most AI agents read the web.
- robots.txt stopped the scanner from reading 4 URLs; checks that needed them are unverified.
- Answerability, where an AI agent answers real questions written from these pages, runs in the open-source scanner with your own API key. This web score is made of Access and Freshness.
Methodology 2026-09.6 · AFDocs 0.20.0
Pages we sampled (15)
- https://documentation.ai/docs/ai/ai-assistant
- https://documentation.ai/docs/analytics/overview
- https://documentation.ai/docs/api-reference/get-analytics-feedback-comments
- https://documentation.ai/docs/api-reference/get-branches
- https://documentation.ai/docs/api-reference/overview
- https://documentation.ai/docs/components/api-components
- https://documentation.ai/docs/components/expandables
- https://documentation.ai/docs/components/tabs
- https://documentation.ai/docs/customize/colors-and-typography
- https://documentation.ai/docs/customize/header-and-navbar
- https://documentation.ai/docs/help/community
- https://documentation.ai/docs/integrations/github
- https://documentation.ai/docs/integrations/logrocket
- https://documentation.ai/docs/organize/localization
- https://documentation.ai/docs/write-and-publish/branches-and-previews
Show your score
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<a href="https://documentation.ai/agent-score/documentation"><img src="https://documentation.ai/agent-score/badge/documentation.svg" alt="Agent Readiness Score: 86 (B)" height="20"></a>