Guides
AI Search Visibility Basics | Use Ask Proof Guide
AI search visibility is not one universal rank. It is the observable presence and description of a business in answers returned for particular questions, surfaces, locations, models, and times.
Updated 2026-08-09View as Markdown
Start with a buyer question
A useful observation begins with a question a customer would genuinely ask when choosing a business. Category, service, persona, and reputation questions can reveal different parts of the customer decision.
Record the answer and context
- Exact rendered question
- Surface, provider, and model
- Market context and collection time
- Target, competitor, and citation mentions
- Raw evidence and missing or blocked states
Interpret carefully
AI answers change and one result does not stand for every customer. Compare only like-for-like observations and describe uncertainty instead of presenting a universal promise.