Cohere scores 95/100 (Grade A), placing it among the most AI-agent-ready documentation sites evaluated. It passes 17 of 23 checks (74%), demonstrating strong support for AI coding agents. 5 items require attention to reach a perfect score.
# Agent Score Fix Report — Cohere URL: https://docs.cohere.com Score: 95/100 (Grade A) I need help improving the AI-readiness of the documentation at https://docs.cohere.com. Agent Score found 3 failing checks and 2 warnings. ## Failing Checks (3) - [page-size] Page Size Markdown: 1 of 10 pages exceed 100K chars (max 190K) - [page-size] Page Size Html: 1 of 10 sampled pages convert to over 100K chars (max 2271K HTML → 381K markdown (97% boilerplate)) - [observability] Markdown Content Parity: 7 of 10 pages have substantive content differences between markdown and HTML (avg 33% missing) ## Warnings (2) - [content-discoverability] Llms Txt Valid: llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.cohere.com/llms.txt: No H1 heading found, No heading-delimited sections found - [observability] Llms Txt Coverage: llms.txt covers 188/223 sitemap doc pages (84%); 35 missing ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://docs.cohere.com 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 check https://docs.cohere.com --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
page-size-html1 of 10 sampled pages convert to over 100K chars (max 2271K HTML → 381K markdown (97% boilerplate))Learn more
markdown-content-parity7 of 10 pages have substantive content differences between markdown and HTML (avg 33% missing)Learn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
llms-txt-validllms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.cohere.com/llms.txt: No H1 heading found, No heading-delimited sections foundLearn more
llms-txt-existsllms.txt found at 2 locations; using https://docs.cohere.com/llms.txt as canonicalLearn more
llms-txt-directive-htmlllms.txt directive found in HTML of all 10 sampled pages, near the top of contentLearn more
llms-txt-directive-mdllms.txt directive found in markdown of all 10 sampled pages, near the top of contentLearn more
