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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.

DTC boho fashion label (anonymized) — Limited drops, fanatical fans, bigger baskets | Particular Audience

Multi-modal recommendations merged similar-item discovery with cross-sell and style buys on a direct-to-consumer own-brand range.

Limited drops, fanatical fans, bigger baskets

Multi-modal recommendations merged similar-item discovery with cross-sell and style buys on a direct-to-consumer own-brand range.

  • +5.7% Average order value uplift
  • +12.3% Units per transaction uplift
  • 16.7% Click through rate

Releases are limited and the fan base is fanatical, so similar-item discovery carries enduring value long after a drop sells through.

Carousels combined cross-sell with style buys, lifting units per transaction more than order value alone — the signature of a discovery gain rather than a price gain.