PA DiscoveryOS

Unify AI search, personalization, and retail media

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

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The unified platform for Discovery, Retail Media & Conversion

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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. Adaptive Transformer SearchHybrid Vector + Keyword Search with live A/B testing Generate static SEO pages for any attribute combo to capture long-tail traffic. Session-Based Intent Drive conversion with 1:1 personalization based on real-tim Show more Show less

Last verified: July 21, 2026 · Fresh