Turn missed AI answers into page wins.
Karaya pinpoints what to change on each page to earn citations in AI results.
How optimization works
Every visibility or schema audit identifies missed or weak answers. The Content Optimizer translates those into concrete, page-level actions that improve AI understanding and citation likelihood.
- Add short definitions that clarify your scope.
- Include Q&A or facts blocks for scannability.
- Link internally to the most relevant supporting pages.
- Strengthen schema properties for verification and context.
Optimization framework
Clarify intent
Add a short, extractable definition near the top of each page to help AI systems understand your context instantly.
Add scannable context
Use Q&A or quick-fact blocks so assistants can extract discrete, accurate answers directly from your pages.
Connect relevance
Strengthen internal links to pricing, docs, and related product pages that clarify topical authority and support citation depth.
Confirm accuracy
Ensure schema, freshness markers, and factual statements support verifiable and current context for AI systems.
Results you can measure
Each optimization correlates directly to measurable visibility gains — including TAV improvement, reduced misses, and better alignment between content and citations.
