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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.

Selected for the NRF Innovators Showcase at NRF 2025 — NRF | Particular Audience

Particular Audience was selected for the Innovators Showcase at NRF 2025: Retail's Big Show in New York, and named in Forrester Research's 2025 NRF Innovators report.

Particular Audience was selected for the Innovators Showcase at NRF 2025: Retail's Big Show in New York, and named in Forrester Research's 2025 NRF Innovators report.