Particular Audience Particular Audience
Talk to us

The retail decisioning layer

One system decides what each shopper sees. Most retailers run four or five separate tools.

Search in one tool, recommendations in another, pricing in a third, ads bolted on top — nobody owns the order products appear in, and the margin leaks between them. Particular Audience replaces that patchwork with a single decision: a Unified Decision Engine that scores relevance, inventory, margin and sponsored demand in one pass, on every surface, including the AI assistants now doing the shopping.

Particular Audience for Shopify — Search, Bundles & Retail Media App

Install search, collection ranking, recommendations, bundles and sponsored media as Shopify app blocks. Attributes and metafields sync inside the app — no separate Product API build.

Install search, collection ranking, recommendations, bundles and sponsored media as Shopify app blocks. Attributes and metafields sync inside the app — no separate Product API build.