
Search and filters & Upsell and cross-sellBy Particular AudienceLaunched April 14, 2026Updated April 14, 2026
PA DiscoveryOS launched on April 14, 2026. Shoplist is watching for its first storefront installs and tracking its public listing in the meantime.
Apps merchants weigh against PA DiscoveryOS, with their own detected stores and ratings.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.
The unified platform for Discovery, Retail Media & Conversion
Upgrade your Shopify Plus store by seamlessly integrating PA DiscoveryOS. Our proprietary Adaptive Transformer Search combines vector and keyword tech, using live model A/B testing to guarantee optimal results and flexible ongoing optimization. Easily manage complex catalogs with semantic merchandising, automate SEO pages, and unlock rich onsite retail media. Meanwhile, real-time intent modeling personalizes the journey for anonymous visitors, driving confident conversions.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows PA DiscoveryOS on a store, it is there.
Read the data methodologyCompare
Detected stores, ratings, pricing, and momentum side by side.
Developer
Every app Particular Audience 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.