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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.

Named in Forrester Research's 2025 NRF Innovators Report — Business Wire | Particular Audience

Particular Audience listed among the retail-focused technology companies to watch.

Particular Audience listed among the retail-focused technology companies to watch.