Cases, FAQ, and Comparisons: The Three Evidence Types AI Uses to Recommend You

AI systems are more willing to recommend a brand when they can verify claims through practical, structured evidence.

The three evidence types

• Cases show that the brand has solved real problems in specific contexts.
• FAQ reduces uncertainty around fit, pricing, process, risk, and outcomes.
• Comparison content helps AI explain differences instead of guessing.

How to produce them

• Use consistent structures so each asset contains problem, solution, proof, and result.
• Link evidence pages back to product, service, and category pages.
• Refresh evidence when products, pricing, customers, or positioning change.

Actionable takeaway

Use this article as a practical checklist: clarify the question customers ask, make the answer evidence-led, and connect the article to the service, case, FAQ, and monitoring pages that help AI systems understand the brand.