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- BlogUpdated May 7, 2026
First-party data is your only competitive advantage in 2026
You spent $80 acquiring a customer through Meta ads. Facebook told you they converted. Shopify says they didn't. The numbers don't match, and they haven't matched reliably since iOS 14.5 rolled out in…
Read post→ - BlogUpdated May 7, 2026
Best Rebuy Alternatives for Shopify in 2026
If you're Googling "Rebuy alternative," you probably already know what Rebuy does well. You're here because something isn't working, and for most merchants, that something can be their AI not working …
Read post→ - BlogUpdated May 7, 2026
Shopify Product Recommendations: The Definitive Guide
Your Shopify store has hundreds, maybe thousands of products. Your average customer sees a handful before they leave. That gap between what's in your catalog and what each visitor discovers is where y…
Read post→ - BlogUpdated May 7, 2026
The Ultimate Guide to eCommerce Product Recommendations
The average online store carries hundreds or thousands of products. The average visitor sees fewer than ten before leaving. That gap between what you sell and what each customer discovers costs you re…
Read post→ - BlogUpdated May 7, 2026
Revenue Per Visitor: The Metric Shopify Brands Should Obsess Over
You know your conversion rate. You know your traffic numbers. You probably check ROAS before your morning coffee. But ask most Shopify merchants their revenue per visitor, and you get a blank stare. O…
Read post→ - DocsUpdated Nov 4, 2026
FAQ
Short answers to the questions merchants ask most. Each answer links to the page with the full detail. Billing When does a plan change take effect? A new plan starts when you approve the charge on Sho…
Read doc→ - DocsUpdated Nov 4, 2026
What PersonalizerAI does
PersonalizerAI adds AI product search and product recommendations to your Shopify store. This page shows where each feature appears and how the app learns. Two features, one goal PersonalizerAI has tw…
Read doc→ - BlogUpdated May 7, 2026
Choice Overload: Why Showing Fewer, Better Products Increases Sales
In 2000, two Columbia professors set up a jam tasting table at a grocery store. Some days they put out 24 jams. Other days, just 6. When the table had 24 options, 60% of shoppers stopped, but only 3% …
Read post→ - DocsUpdated Nov 4, 2026
How we measure revenue
"Attributed revenue" is revenue we can trace to a real shopper click. We count on the strict side — when in doubt, an order does not count. The rule An order counts as PersonalizerAI revenue only when…
Read doc→ - DocsUpdated Nov 4, 2026
Emails & notifications
Every email the app sends, which ones you can turn off, and where the same messages appear inside the app. The app contacts you in two places. Some events create a notification inside the Personalizer…
Read doc→ - DocsUpdated Nov 4, 2026
Data sync settings
Every sync control in the PersonalizerAI dashboard: the Data sync tab and the Metafields tab. For the getting-started view, see Your first data sync . All controls on this page live in the Personalize…
Read doc→ - BlogUpdated May 7, 2026
How to Choose a Product Recommendation App for Your Shopify Store
The Shopify App Store lists over 400 apps under "product recommendations." Most of them describe themselves in nearly identical language: "AI-powered," "increase AOV," "boost conversions," "easy setup…
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