Assessing GEO: Verify Appearances, Top 3 Coverage and Enquiries Separately
Know what you are comparing. Record appearances, positions, accuracy and subsequent actions separately so an impressive number does not hide the actual issue.

1. Fix Questions & Measurement Scope
Define contractual questions, platforms, regions, frequency and windows. Keep exact questions and screenshots or records. Label changed questions separately rather than mixing them into the baseline.
2. Understand Appearance & Top 3 Coverage
Appearance rates check mentions within agreed samples. Top 3 coverage needs rules for identifying recommendation lists. Not every answer has a ranking; handle unranked samples under agreed rules.
3. Review Products & Keywords Separately
Flagship and KA projects can define more detailed metrics around priorities. Confirm product names, relationships and keyword boundaries before counting, identifying gaps beyond overall brand visibility.
4. Put Enquiries Back into the Journey
Assess whether enquiries came from AI through customer accounts, entry points and traceable records. Review answer checks with handling feedback. Metrics, duration and acceptance follow the agreement.
5. A Practical Example
Repeated answers may alternate between ranked recommendations and general selection advice. Classify samples under predefined rules before calculating Top 3 coverage. Check identities to avoid counting unrelated products or businesses with similar names.
Business Action Checklist
- Keep original questions and answers for each round
- Separate brand, product and keyword metrics
- Record enquiry sources and qualification criteria
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