EDUCATION
Measure the answer you observed, not an outcome you cannot control.
A useful baseline records exactly what was asked, when it was asked, which system answered and how the target appeared—or did not appear.
The practical difference
The distinction matters because each method answers a different business question.
- Define commercially relevant, neutral questions.
- Freeze the prompt version.
- Capture the complete response and sources where available.
- Classify mentions, recommendations, accuracy and uncertainty.
Where they can work together
Clear public evidence, accurate business information and good site foundations support more than one discovery channel.
- Agree the commercial question first.
- Keep measurement methods separate.
- Do not merge unlike metrics into a single unsupported score.
Claim boundary
The result applies only to the defined sample and measurement period.
- Keep the prompt and date attached.
- Retain uncertainty.
- Avoid causation and guarantee language.
What to know before you begin
Is Verify Presence a replacement for another discipline?
No. It is an AI Presence Management workflow focused on selected AI answers, public evidence and controlled improvements.
Can the measurements be compared over time?
Yes, when the prompt, scope and classification remain comparable and the model/date context is retained.
Is any result guaranteed?
No. External AI and search systems remain outside Verify Presence’s control.
Choose your starting point