PA DiscoveryOS

Unify AI search, personalization, and retail media

by Particular Audience · Launched: April 2026 · Free plan available.

0.0 on Shopify

Manage this app

Verify your developer profile to earn a badge and build trust for your app.

Enterprise retail intelligence. Drive conversion with hybrid vector search, 1:1 personalization, and Retail Media Networks. Headless-ready for Shopify Plus.

Get it on Shopify →

About PA DiscoveryOS

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.

Last verified: November 1, 2026 · Fresh

App details

Developer: Particular Audience
Category: Store design
Pricing: Free plan available
Launched: April 2026
Rating: 0.0 on Shopify

Key features

Enterprise retail intelligence
Drive conversion with hybrid vector search, 1:1 personalization, and Retail Media Networks
Headless-ready for Shopify Plus