Know what AI will surface before you publish.
Score every page in your cluster before you publish — so you know which pages AI will surface, which need work, and what to fix first.
Stop guessing whether your content will get cited. The AEO Fit Score shows you exactly where you stand and what to do about it.
Link building strategies
4 pages scored
2 pages below Strategic threshold — improvements available
What the AEO Fit Score Measures
Scored against the signals AI search engines actually weight — not traditional SEO metrics alone.
Authority signals
Each page is scored across topical coverage, entity clarity, and structural completeness — the signals AI engines weight most when selecting sources.
Improvement guidance
Every page below Elite tier surfaces specific, actionable improvements — so you know exactly what to fix before publishing or promoting.
Page prioritisation
Score pages across your whole cluster at once. High-impact pages and quick wins are surfaced automatically — no manual analysis needed.
Consistent scoring model
The same scoring model runs across every page in every cluster — so you can compare pages, track progress, and build authority systematically.
Next in the workflow
Pages scored. Now find what competitors missed.
Competitor Gap Analysis surfaces coverage gaps in your cluster that rivals have claimed — and the ones no one has built yet. Easy wins are flagged automatically.
Know your AEO score before you publish.
Stop guessing. Score your cluster and know exactly what to fix.