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The retail operating system

One engine for every retail decision.

Most retailers run four or five separate tools.

Search in one tool, pricing in another, ads bolted on top — nobody owns the order shoppers see, and margin leaks between them. The Unified Decision Engine governs relevance, inventory, margin and sponsored demand in one pass, on every surface, including the AI assistants now doing the shopping.

Start with one surface. Leave the rest of your stack untouched.

Need one thing first? Start with our AI product recommendation engine or AI site search.

Retail Media: Challenger vs Incumbent | Particular Audience

Interactive case study comparing Sponsored Product and Sponsored Search performance across 8 brands on a Particular Audience Retail Media Network.

Challenger vs Incumbent: how two suppliers won the same RMN

Eight anonymized pet-retail brands, two ad-set types, two playbooks. Challengers won efficiency; incumbents won scale.

  • 127× Peak challenger ROAS
  • $65k Incumbent sponsored revenue
  • +182% CTR vs Skai benchmark