Detected Feb 19, 2026

SEOBy PatternUpdated February 19, 2026
Shoplist has not found Pattern GEO Scorecard on a storefront yet, so it tracks the app through listing changes instead. Storefront detections will appear here as soon as Sonar finds them.
Store movement comes from Sonar's storefront scans; listing changes come from the Shopify App Store page.
App Store listing
Detected Feb 19, 2026
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
Pattern
4 added — “Pattern GEO Scorecard. Get your brand in AI chat conversations.”
Removed
+2 more changes in this update
Apps merchants weigh against Pattern GEO Scorecard, with their own detected stores and ratings.
Get Your Products To Show Up In ChatGPT And Other AI Chats With Automatic LLMs.txt And GEO Scoring
GEO Scorecard helps Shopify stores with Generative Engine Optimization/Answer Engine Optimization. The app auto-generates an LLMs.txt file on your domain so AI chatbots-ChatGPT, Claude, Gemini and more know about your products, collections, and content with live data. You also get visibility and sentiment scores for topics you want to show up for, how you're doing against competition, and recommendations on how to improve.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows Pattern GEO Scorecard on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Pattern publishes, with their detected reach.
Rankings
The ten apps gaining the most detected installs in each category.
Directory
Browse every app Shoplist tracks, by category, rating, and reach.