Ensure knowledge base pages use machine-readable llms.txt entries.
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Why this matters
Including llms.txt entries for knowledge base pages helps AI engines recognize and cite your content, improving search visibility and citation confidence.
Hypothetical standard operating procedure
Adapt this example to your site, access, tools, and change process. It is our suggested procedure, informed by the sources below.
- Identify the Tier-1 knowledge base pages for citation priority.
- Create or update the llms.txt file at your domain root, listing these pages.
- Ensure the llms.txt file follows the correct syntax and is accessible.
- Integrate llms.txt validation into your CI pipeline to catch errors.
- Periodically review and update llms.txt after major releases or taxonomy changes.
Watch for
Omitting llms.txt can lead to AI engines ignoring key pages, reducing citation and rank potential.
Definition of done
AI search engines correctly identify and cite knowledge base pages as primary sources during sample queries.
Sources & attribution
- Citation-Ready Knowledge Base: Information Architecture Checklist | Geodocs.dev ↗
- AI Search Optimization Checklist: 25 Steps to Get Cited by AI Engines ↗
- GEO Checklist ↗
- Answer Engine Optimization in 2026: The Complete AEO Checklist ↗
- Technical SEO Checklist: 30 Checks That Actually Matter Most ↗
- Answer Engine Optimization 1 AEO Toolkit ↗
Original checklist wording and example SOP by Best SEO Checklist, using source-grounded AI assistance. Editorial contact: Ted Kubaitis, @tedkubaitis on Teams. Check current source guidance before implementation.