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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.

Modular retail media solutions to cut costs and accelerate innovation for RMNs — Retail Technology Review | Particular Audience

Retail media networks can adopt individual modules rather than replatforming onto a single monolithic ad stack.

Retail media networks can adopt individual modules rather than replatforming onto a single monolithic ad stack.