SearchestraAI Visibility Audit: A Step-by-Step Checklist
An AI visibility audit is a structured pass over how your brand appears across AI answer engines: where you are present, how you are portrayed, and where competitors beat you. This checklist turns a vague worry into a repeatable process that ends with a prioritized list of what to fix first.
Before you start: define the scope
An audit is only meaningful against a defined scope: which engines, which prompts, which competitors. Fix these before you measure, or your results will not be comparable next quarter. A stable, disclosed scope is what makes an audit repeatable rather than a one-off snapshot.
The checklist
- Define your prompt set across the four intent types
- Choose your engines and competitive set, and disclose them
- Measure presence: mention rate and citation rate per engine
- Measure prominence: average position when you appear
- Measure portrayal: sentiment, framing and accuracy
- Measure persuasion: recommendation strength
- Map competitive displacement and co-mentions
- Diagnose the weakest of the 4 P's
- Produce a prioritized action list
- Set a re-audit cadence on the same scope
Reading the results
| If the audit shows | Prioritize |
|---|---|
| Low mention rate | Presence: recognition and association |
| Mentioned, not cited | Authority: citable content |
| Cited, poorly framed | Portrayal: positioning and accuracy |
| Present, not recommended | Persuasion: authority for the decision |
The Searchestra view
Searchestra runs this audit across nine engines on a versioned prompt set and ends with a prioritized action list, so the audit is repeatable and the next one is comparable to this one.
An AI visibility audit is a repeatable pass over the 4 P's on a fixed scope; it ends with a prioritized action list and a re-audit cadence, not a one-off snapshot.
Frequently asked questions
What is an AI visibility audit?
A structured pass over how your brand appears across AI engines: presence, prominence, portrayal and persuasion, ending in a prioritized action list.
How often should I re-audit?
On a regular cadence against the same scope, so results are comparable. Quarterly is common; higher-stakes programs go more often.
What is the most common finding?
A low mention rate. Presence is usually the first gap to close, because the later layers are meaningless without it.