The State of AI Shopify App Recommendations

The headline

• Across 0 categories, the four models agree on average 0% of the time.

Agreement by category

“Agreement” is the mean pairwise overlap of the four models' top picks (lower means they disagree more). Sorted most-contested first.

Most consistently recommended apps

Named across the most model·category combinations right now:

• Klaviyo — 2 slots
• Omnisend — 2 slots
• Privy — 2 slots
• Growave — 2 slots
• Yotpo — 2 slots

New to the consensus

Apps the models started recommending recently (held at least two days):

• Aftersell · subscriptions, upsell_bundles
• beginners · popups, seo
• Mid-market · returns, subscriptions
• Popify · popups, trust_badges
• Pricing · currency_converter, email_marketing
• Searchpie SEO & Speed Optimize · search_filters, seo

How this is measured

Every day we ask ChatGPT, Claude, Perplexity and Gemini to recommend the best Shopify apps across 0 categories, via the official APIs. Agreement is the mean pairwise overlap of their top picks. Full methodology. Look up where your app stands.

Cite this: NextSASI, “The State of AI Shopify App Recommendations”, 2026-08-03 — https://www.nextsasi.com/report