Documentation.AI
Last scanned documentation.aiDocumentation.AI15 pages tested
AI agents can use most of these docs. A few fixes would make them reliable. Documentation.AI scores 89 out of 100 (grade B), passing 17 of 27 checks. 9 still need work. 1 could not be verified.
This covers the whole site. The documentation seems to live at documentation.ai/docs: scan it for a docs-only score.
Developer docs
Kind of site
17/27
Checks passed
6
Partly passed
3
Failed
Access
Content discoverability4 passed1 failed1 partly1 unverified
llms.txt links point to Markdown
Same-origin links point to HTML and no markdown alternatives detected (1 external link excluded)
Your llms.txt links point to HTML pages. Update them to .md URL variants so agents receive markdown instead of converted HTML.
Check your fix: Links in llms.txt point at .md URLs, or URLs that return text/markdown.
Pages point agents to llms.txt
llms.txt directive found in HTML of 10 of 15 sampled pages (5 missing)
An llms.txt directive was found in the HTML of some pages but is missing from others, or is buried deep in the page. Ensure the directive appears near the top of every documentation page.
Check your fix:
curl -s https://documentation.ai/ | grep -n llms.txtfinds the link near the top of the HTML.llms.txt links work
Not finished: robots.txt asked our scanner not to read some pages this check needed, and we follow it, so it is left out of the score. (All 15 same-origin sampled links resolve (99 total links) (1 external link also failed; may be bot-detection or rate-limiting))
llms.txt exists
llms.txt found at 2 locations; using https://documentation.ai/llms.txt as canonical
llms.txt follows the standard structure
llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
llms.txt fits in an agent's context
llms.txt is 22,576 characters (under 50,000 threshold)
Markdown pages point agents to llms.txt
llms.txt directive found in markdown of all 10 sampled pages, near the top of content; 5 had no markdown version
Markdown availability2 partly
Pages are available as Markdown
10/14 sampled pages support .md URLs (71%); inconsistent support
0 of 14 pages support .md URLs inconsistently. Ensure all documentation pages serve markdown when .md is appended to the URL.
Check your fix:
curl -sI https://documentation.ai/docs/ai/ai-documentation-agent.mdreturns 200 with a text/markdown or text/plain content type.Server returns Markdown when asked
Content negotiation partially supported: 10 correct type, 0 wrong type, 4 HTML only
Your server returns markdown content for Accept: text/markdown requests but with an incorrect Content-Type header. Set the response Content-Type to text/markdown for proper agent handling.
Check your fix:
curl -sI -H "Accept: text/markdown" https://documentation.ai/returnscontent-type: text/markdown.
Page size and truncation2 passed1 failed1 partly
Content starts near the top
1 of 15 sampled pages have content starting past 50% (worst 72%)
1 of 15 pages have content starting past 50% of the converted output. Agents may never see the documentation content. Reduce navigation, breadcrumb, and sidebar markup that precedes the content area.
HTML pages fit in context
2 of 15 sampled pages convert to 50K–100K chars (max 863K HTML → 53K markdown (89% boilerplate))
2 of 15 pages convert to 50K-100K characters of markdown. Review pages for reducible boilerplate (navigation, serialized tabbed content). Consider providing markdown versions as a smaller alternative path for agents.
Content is in the HTML without JavaScript
All 15 sampled pages contain server-rendered content
Markdown pages fit in context
All 10 pages under 50K chars (median 7K, max 49K)
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 26 code fences properly closed across 12 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 health1 passed2 partly
llms.txt covers the whole site
llms.txt covers 188/228 sitemap doc pages (82%); 40 missing; 4 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
Your llms.txt covers 82% of your site's pages (80-95% is warn). 40 live pages are not represented in the index.
Markdown matches the HTML page
3 of 10 pages have minor content differences between markdown and HTML
3 pages have minor content differences between their markdown and HTML versions.
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 access1 passed1 failed
Sitemap lists the docs pages
The sitemap at https://documentation.ai/sitemap.xml lists 84 of the 175 docs pages found through llms.txt and page links.
Generate the sitemap from the same source as the docs, so every page is listed. Agents and crawlers use it to find pages that navigation does not link.
Check your fix:
curl -s https://documentation.ai/robots.txt | grep -i sitemapnames a sitemap, and that sitemap lists the pages the report names as missing.Crawlers and AI assistants may read the docs
robots.txt lets Googlebot, Bingbot, OAI-SearchBot, PerplexityBot, Claude-SearchBot and Claude-User read the docs.
Freshness
Maintenance3 passed
Pages say when they were last changed
12 of 14 sampled pages state when they were last changed.
Links and section anchors work
All 36 links and 15 section anchors checked on the sampled pages work. 5 more could not be verified (timeouts or blocked requests) and are not counted.
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
Not part of the score: optional extras that help agents use your docs.
MCP server is discoverable
An MCP server answers at https://mcp.documentation.ai/mcp; agents need to sign in to use it.
llms-full.txt is available
No llms-full.txt found at 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/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
- Oct 12, 2026
- Pages tested
- 15 of 266 found
- Platform
- Documentation.AI
- Kind of site
- Developer docs
- AFDocs score, on its own
- 88 (B), 13 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.
- Some checks could not be verified (a timeout, a blocked request or a scan limit); they are left out of the score rather than counted as failures.
- 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/
- https://documentation.ai/blog/document360-vs-documentation-ai
- https://documentation.ai/blog/mintlify-alternatives
- https://documentation.ai/blog/rss.xml
- https://documentation.ai/docs/ai/ai-documentation-agent
- https://documentation.ai/docs/api-reference/get-analytics-feedback-comments
- https://documentation.ai/docs/api-reference/get-pull-requests
- https://documentation.ai/docs/changelog
- https://documentation.ai/docs/components/paramfield
- https://documentation.ai/docs/customize/access-control/overview
- https://documentation.ai/docs/embedded-docs/docs-on-a-subpath
- https://documentation.ai/docs/integrations/clarity
- https://documentation.ai/docs/integrations/plausible
- https://documentation.ai/docs/roadmap
- https://documentation.ai/get-a-demo
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