
Keep the test reproducible
Record the exact query, system, date and relevant location settings. Note whether the result was personalized or part of a fresh session.
Separate citation and traffic
Being mentioned does not prove that anyone visited or enquired. Track referrals and supported outcomes independently.
Review source usefulness
When the site is cited, inspect which page was used and whether the summary is accurate. Correct unclear content rather than chasing screenshots.
Put it to work
A practical next step
Maintain a small dated observation log and compare it with actual referral data.
Keep the evidence with the decision.
Save the baseline, the reason for the change and the person responsible for checking it. This makes the work easier to review later and helps your team distinguish a verified improvement from an untested assumption.
This note provides a planning framework. The right implementation depends on your business model, market, website and available records. Where a decision involves scientific interpretation, clinical services or legal status, use the appropriate qualified reviewer rather than treating marketing guidance as approval.
Related agency support
AI Search Visibility ↗
Review the service scope and use the briefing tool to describe your current situation.


