Traditional SEO tools score for Google. Generative engine optimization asks whether AI recommends you. This page explains the signals — the Citation Gap Report is how you measure the gaps.
Entity clarity, FAQ coverage, citeable facts, and authority markers help you read why AI might skip you.
We do not claim a standalone page scorer with line-level rewrites and before/after simulations. Run the Gap Report for query×model evidence and a ranked fix list.
Drop your domain on the homepage. We sample ChatGPT and Google AI Overviews and show where you disappear.
On Pro/Agency: generate buyer queries, run selected models, map competitor appearances, and get ranked recommendations.
Re-run high-value prompts over time so a single non-deterministic snapshot does not become your whole strategy.
GEO asks whether your pages are clear, citeable, and structured for AI answers — not whether you rank #1 on Google.
We do not ship a separate page-by-page Lighthouse clone. The Citation Gap Report runs buyer queries across models and returns competitor gaps plus a ranked fix list.
Entity clarity, FAQ coverage, citeable facts, and authority markers — useful lenses when reading Gap Report recommendations.
Start with a free instant audit, claim the report, then use Gap Reports and monitors when you want depth and tracking.
Where providers expose it, the Search Trail shows whether AI never found you or found you and still picked a competitor.
Gap Reports on Pro/Agency include PDF export and history so your team can act on the playbook, not a vanity score.