Start with scope, not score
A narrow sample is useful for direction. A larger sample across platforms and rounds is better for prioritizing action. Always read the score together with sample scope.
Reports
Read a GEO report by checking the diagnosis scope first, then brand mention rate, Top3 exposure, source coverage, competitor gaps, and original answer evidence. The useful output is not just a score; it is a prioritized list of owned-page, FAQ, pricing, comparison, case-study, and third-party source improvements.
| Step | Look at | Decision |
|---|---|---|
| Scope | Questions, platforms, rounds, date | Is the sample representative? |
| Overview | Mention, Top3, source coverage | Is the brand in AI candidate sets? |
| Competitors | Frequency, position, sources | Who owns the current answers? |
| Evidence | Raw answer snippets and citations | Can the conclusion be reviewed? |
| Actions | Owned pages, FAQ, cases, sources | What should be improved first? |
A narrow sample is useful for direction. A larger sample across platforms and rounds is better for prioritizing action. Always read the score together with sample scope.
Low source coverage usually means the brand needs stronger crawlable pages and external references. Weak action-stage performance often points to pricing, trial, contact, or purchase-path content gaps.
No. Mention rate, Top3 exposure, source coverage, competitor position, and raw evidence should be read together.
No. GEO Lens captures AI answer samples and evidence so teams can review what the models said and why.
Check which topics, platforms, and sources created the gap, then improve comparison pages, case pages, directories, or third-party references.
Yes, but the scope, method limits, and sensitive information should be reviewed before sharing.
Use metrics and raw AI answers to decide the next content and source-building tasks.
Report interpretation depends on the questions, AI platforms, rounds, collection time, and evidence captured in that run. A single run should not be presented as a permanent ranking guarantee.