The retail decisioning layer
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.
Ad load creeps one defensible increment at a time. A stated relevance floor makes the trade-off between yield and trust explicit, and gives it an owner.
Ad load creeps one defensible increment at a time. A stated relevance floor makes the trade-off between yield and trust explicit, and gives it an owner.