AI Visibility Report

Where AI visibility is up for grabs

The Shopify categories the models most disagree on, and apps the App Store loves that AI still underrates — the openings if you're building or marketing an app.

Most contested categories

Lowest cross-engine agreement = no clear AI winner = the most winnable.

Trust badgesthe four agree 8% of the timeview rankings →Returns & exchangesthe four agree 13% of the timeview rankings →Currency converterthe four agree 15% of the timeview rankings →Upsell & bundlesthe four agree 18% of the timeview rankings →Search & filtersthe four agree 22% of the timeview rankings →Back in stockthe four agree 25% of the timeview rankings →Live chat & supportthe four agree 25% of the timeview rankings →SEOthe four agree 25% of the timeview rankings →
Underrated by AI

High App Store rating and review counts, but thin presence across the four models — the visibility gap to close.

Pop Convert★4.9 · 8,337 reviewsnamed in 1 AI slotPageFly★4.9 · 5,650 reviewsnamed in 4 AI slotsAvada★4.9 · 4,458 reviewsnamed in 4 AI slots

21 more underrated apps

See every app the App Store loves that AI underrates — the full opportunity list, plus the monthly report.

Free. No account, no password — just so we can send the monthly report.

Stay ahead of how AI recommends Shopify apps

A short monthly email: the new apps ChatGPT, Claude, Perplexity and Gemini start recommending, the biggest movers, and where your app stands.

Free · no spam · unsubscribe anytime