Turn a vague visibility concern into a dated answer register.
Verify Presence captures selected answers, classifies mentions and recommendations, and keeps the prompt, model and measurement period attached to the result.
How the workflow works
The scope stays bounded from observation through remeasurement.
- Define buyer-shaped prompts without naming the target business.
- Capture answers and cited sources where available.
- Classify mention, recommendation and position within the answer.
- Retain non-mentions and uncertainty rather than forcing a score.
What the customer receives
Every output remains attributable to its source and period.
- Prompt register
- Answer snapshots
- Mention and recommendation assessment
- Directional share within the defined set
Human-review boundary
Configured tools can support collection, comparison and drafting; controlled launch may use disclosed human assistance. Material facts, external publication and insufficiently evidenced changes remain human decisions.
- Confirm evidence before it informs diagnosis.
- Approve an exact version, not a moving draft.
- Revoke access or sharing when the authority ends.
Measurement limit
A share percentage applies only to the fixed prompt set and date measured. It is not a market-wide rank.
- Small prompt sets are directional.
- AI answers can vary between runs.
- No ranking, recommendation or revenue guarantee.
What to know before you begin
What is fixed for comparison?
The prompt wording, target scope, measurement date, provider/model context and classification method are recorded. Material scope changes create a new version.
How is routine work delivered?
Configured tools can support scheduled collection, evidence matching, drafting and comparable remeasurement within configured permissions. Controlled launch may use disclosed human assistance, and sensitive changes retain human approval.
Does a better result prove the intervention caused it?
No. A measured difference is recorded with its limitations and does not automatically establish causation.