LaunchDarkly
Last scanned launchdarkly.com/docsMintlify15 pages tested
AI agents can find, read and use these docs well. LaunchDarkly scores 94 out of 100 (grade A), passing 22 of 27 checks. 5 still need work.
Developer docs
Kind of site
22/27
Checks passed
3
Partly passed
2
Failed
Access
Content discoverability6 passed1 failed
llms.txt fits in an agent's context
llms.txt is 210,827 characters (exceeds 100,000 threshold; will be truncated by most agents)
Your llms.txt is 210,827 characters and will be truncated by all major agent platforms. Split into a root index linking to section-level llms.txt files, each under 50,000 characters.
Check your fix:
curl -s https://launchdarkly.com/docs/llms.txt | wc -cprints less than 50000.llms.txt exists
llms.txt found at https://launchdarkly.com/docs/llms.txt
llms.txt follows the standard structure
llms.txt follows the proposed structure (H1, blockquote, heading-delimited link sections)
llms.txt links work
All 15 same-origin sampled links resolve (967 total links)
llms.txt links point to Markdown
15/15 same-origin sampled links point to markdown content (100%)
Pages point agents to llms.txt
llms.txt directive found in HTML of all 15 sampled pages, near the top of content
Markdown pages point agents to llms.txt
llms.txt directive found in markdown of all 15 sampled pages, near the top of content
Markdown availability2 passed
Pages are available as Markdown
15/15 sampled pages support .md URLs (100%)
Server returns Markdown when asked
15/15 sampled pages support content negotiation (100%)
Page size and truncation2 passed2 partly
Markdown pages fit in context
1 of 15 pages between 50K–100K chars (max 55K)
1 of 15 markdown pages are between 50K and 100K characters. These may be truncated on some agent platforms or routed through summarization. Consider splitting large pages.
HTML pages fit in context
1 of 15 sampled pages convert to 50K–100K chars (max 1439K HTML → 60K markdown (97% boilerplate))
1 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
Content starts near the top
Content starts within first 10% on all 15 sampled pages (median 2%)
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 105 code fences properly closed across 16 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
All 1 redirect(s) across 15 sampled pages are same-host HTTP redirects
Content health1 passed1 failed1 partly
llms.txt covers the whole site
llms.txt covers 964/1438 sitemap doc pages (67%); 474 missing; 14 llms.txt links not in sitemap (may indicate stale links or incomplete sitemap)
Your llms.txt covers 67% of your site's pages (below 80% threshold). 474 live pages are missing from the index. If unintentional, regenerate llms.txt from your sitemap or build pipeline. If intentional, lower the threshold or set it to 0 to make the check informational.
Markdown matches the HTML page
7 of 15 pages have minor content differences between markdown and HTML
7 pages have minor content differences between their markdown and HTML versions.
Cache headers allow timely updates
All 16 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://launchdarkly.com/docs/sitemap.xml lists 981 of the 986 docs pages found through llms.txt and page links.
Freshness
Maintenance3 passed
Pages say when they were last changed
15 of 15 sampled pages state when they were last changed.
Links and section anchors work
All 40 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
Found https://launchdarkly.com/docs/api/openapi.json, but the sampled pages mention no endpoints to compare against it.
CurrencyNot applicable
Deprecated operations are marked as such
The sampled pages do not use any of the 12 operations https://launchdarkly.com/docs/api/openapi.json marks deprecated.
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://launchdarkly.com/docs/mcp.
llms-full.txt is available
llms-full.txt found at https://launchdarkly.com/docs/llms-full.txt (1,449,978 characters).
Agent skills are published
1 agent skill published at https://launchdarkly.com/docs/.well-known/agent-skills/index.json.
About this scan
- Scanned
- Oct 21, 2026
- Pages tested
- 15 of 987 found
- Platform
- Mintlify
- Kind of site
- Developer docs
- AFDocs score, on its own
- 93 (A), 17 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 5 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://launchdarkly.com/docs/api#updates
- https://launchdarkly.com/docs/guides/flags/testing-code
- https://launchdarkly.com/docs/home/account/environment/keys#view-or-copy-keys-and-credentials
- https://launchdarkly.com/docs/home/account/views
- https://launchdarkly.com/docs/home/experimentation/types
- https://launchdarkly.com/docs/home/flags/rules-segments
- https://launchdarkly.com/docs/home/metrics/autogen/opentelemetry
- https://launchdarkly.com/docs/home/onboarding/javascript
- https://launchdarkly.com/docs/home/releases/version-restore
- https://launchdarkly.com/docs/integrations/datadog/rum
- https://launchdarkly.com/docs/integrations/roost-ai
- https://launchdarkly.com/docs/sdk/client-side/ios/migration-5-to-6-swift
- https://launchdarkly.com/docs/sdk/features/evaluation-reasons
- https://launchdarkly.com/docs/sdk/openfeature/node-js
- https://launchdarkly.com/docs/tutorials/ai-iteration-loop-for-reliable-agents
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