GEO / AI Search Readiness
What makes a page citation-ready for ChatGPT and Gemini
Citation-ready pages make the answer, evidence, and source identity clear.
Problem
AI answer engines need more than keyword matching; they need pages that can be confidently summarized and cited.
Symptoms
- The page has helpful content but no clear answer structure.
- Evidence is mixed with unrelated copy.
- The site identity is unclear.
How to diagnose
- Check whether the page answers one clear question.
- Review headings, summaries, sources, and schema.
- Confirm the page connects to a trustworthy site profile.
How to fix
- Lead with a precise answer.
- Add supporting evidence and citations.
- Clarify author, organization, and last-updated context where relevant.
How Search Lighthouse helps
Search Lighthouse connects GEO readiness to the same fix-plan workflow as classic SEO issues.
Related guides
How AI-built sites should add entity trust signals
Entity trust signals help both search engines and answer engines understand who the site is for and why it is credible.
How to add source and citation blocks for AI search
Source blocks make claims easier to verify and reuse in AI-generated answers.
How to improve GEO readiness without keyword stuffing
GEO readiness improves when pages become clearer and more trustworthy, not when they repeat more keywords.