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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.

Agentic Commerce — Particular Audience

AI agents show 2-4 products, not 200. Connecting your catalog isn't enough — you need transformer vector search for relevance, governance, and retail media in the AI agent channel.

Agentic Commerce & MCP

Be the answer inside AI assistants.

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