Salesforce scores 50/100 (Grade F), passing 6 of 22 checks (27%). There are 8 issues limiting AI agent readiness. Addressing llms.txt support and markdown availability would provide the most improvement.
# Agent Score Fix Report — Salesforce URL: https://developer.salesforce.com/docs Score: 50/100 (Grade F) I need help improving the AI-readiness of the documentation at https://developer.salesforce.com/docs. Agent Score found 6 failing checks and 2 warnings. ## Failing Checks (6) - [content-discoverability] Llms Txt Exists: No llms.txt found at any candidate location (https://developer.salesforce.com/docs/llms.txt, https://developer.salesforce.com/llms.txt) - [content-discoverability] Llms Txt Directive: No llms.txt directive found in any of 8 sampled pages; 2 failed to fetch - [markdown-availability] Markdown Url Support: No sampled pages support .md URLs (0/10 tested) - [markdown-availability] Content Negotiation: Server ignores Accept: text/markdown header (0/10 sampled pages return markdown) - [page-size] Content Start Position: 9 of 10 sampled pages have content starting past 50% (worst 100%) - [url-stability] Http Status Codes: 9 of 10 sampled pages return 200 for non-existent URLs (soft 404) ## Warnings (2) - [observability] Cache Header Hygiene: 10 of 10 endpoints have moderate cache lifetimes (1–24 hours) - [authentication] Auth Gate Detection: 2 of 10 sampled pages require authentication (8 accessible) ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://developer.salesforce.com/docs 2. Implement the specific fix 3. Verify the fix would cause the check to pass ### Common fixes: - **No llms.txt**: Create /llms.txt following https://llmstxt.org — list all doc pages in markdown format - **No .md URL support**: Configure your docs platform to serve pages at equivalent .md URLs (e.g. /docs/quickstart.md) - **No content negotiation**: Return markdown when request includes Accept: text/markdown header - **Large page size**: Reduce nav boilerplate, inline scripts, and repetitive markup - **No sitemap**: Generate /sitemap.xml listing all documentation URLs - **Auth walls**: Ensure docs pages return 200 without requiring login cookies or tokens - **No Last-Modified header**: Configure your server/CDN to include Last-Modified response headers - **Tab content hidden**: Ensure tabbed content is rendered in the HTML (not JS-only) so agents can read all variants ## Run afdocs Locally for More Detail To get deeper visibility into what's failing, run afdocs against your docs: npx afdocs https://developer.salesforce.com/docs --fixes --verbose - **--fixes**: Adds "Fix:" lines to the output for each warn/fail check with actionable remediation steps - **-v, --verbose**: Shows per-page details (specific URLs, character counts, error codes) for checks with issues — useful for per-URL visibility into what's failing
CHECK RESULTS
How your docs scored
llms-txt-existsNo llms.txt found at any candidate location (https://developer.salesforce.com/docs/llms.txt, https://developer.salesforce.com/llms.txt)
llms-txt-directiveNo llms.txt directive found in any of 8 sampled pages; 2 failed to fetch
llms-txt-validSkipped: dependency check did not pass
llms-txt-sizeSkipped: dependency check did not pass
llms-txt-links-resolveSkipped: dependency check did not pass
llms-txt-links-markdownSkipped: dependency check did not pass
markdown-url-supportNo sampled pages support .md URLs (0/10 tested)
content-negotiationServer ignores Accept: text/markdown header (0/10 sampled pages return markdown)
cache-header-hygiene10 of 10 endpoints have moderate cache lifetimes (1–24 hours)
llms-txt-freshnessSkipped: dependency check did not pass
markdown-content-paritySkipped: dependency check did not pass
content-start-position9 of 10 sampled pages have content starting past 50% (worst 100%)
rendering-strategyAll 10 sampled pages contain server-rendered content
page-size-htmlAll 10 sampled pages convert under 50K chars (median 7K, 60% boilerplate)
page-size-markdownSkipped: dependency check did not pass
http-status-codes9 of 10 sampled pages return 200 for non-existent URLs (soft 404)
redirect-behaviorNo redirects detected across 10 sampled pages
tabbed-content-serializationNo tabbed content detected across 10 sampled pages
section-header-qualityNo tabbed content found; header quality check not applicable
markdown-code-fence-validitySite does not serve markdown content; nothing to analyze
auth-gate-detection2 of 10 sampled pages require authentication (8 accessible)
auth-alternative-accessAlternative access detected (partial-public-access) for site with 2 auth-gated pages
