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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.

The Warehouse Group (TWG) — 5 weeks from signature to live across The Warehouse and Noel | Particular Audience

Live in five weeks across The Warehouse and Noel Leeming, with SPA CTR +126% and Banner CTR +91%. One year from launch, sponsored product revenue was up 43% year over year with PA.

5 weeks from signature to live across The Warehouse and Noel Leeming

Live in five weeks across The Warehouse and Noel Leeming, with SPA CTR +126% and Banner CTR +91%. One year from launch, sponsored product revenue was up 43% year over year with PA.

  • +126.1% Sponsored Product CTR (NL + TW)
  • +90.9% Banner CTR (NL + TW)
  • 3.35× ROAS (Noel Leeming)
  • 4.50% Sponsored Product CCR

One year from launch

+43% Sponsored product revenue year over year

One year from launch, sponsored product revenue was up 43% year over year with Particular Audience.

Reported year-over-year revenue growth; a separate follow-up outcome, not a controlled uplift test or part of the initial launch metrics.

TWG had struggled to integrate prior vendors and needed a partner that could deliver hyper-relevant sponsored product placements across PDP, PLP and search results, plus rich media display, on two distinct retail banners.

Particular Audience went live in five weeks across both The Warehouse and Noel Leeming. Sponsored Product CTR climbed +126.1%, Banner CTR +90.9%, and Sponsored Product CCR settled at 4.50%. On Noel Leeming alone, ROAS reached 3.35×.

Self-serve campaign creation, automated placements by conversion goal, and the option to choose algorithm and slot position freed ad-ops from manual scheduling work.

PA offered 'too good to be true' — 5 weeks from signature we went live. — The Warehouse Group, Retail Media team