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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.

Relevant Retail Media Case Studies

Retailer and supplier evidence for sponsored products, sponsored search, display, attribution and relevance-aware retail media ranking.

Revenue earns the slot. Relevance keeps it.

Campaign evidence from retailers and suppliers using sponsored products, search, display, attribution and relevance-aware ranking.

The best retail media result is not the highest bid in isolation. It is paid placement that performs because it remains useful to the shopper.

How it works

  • Qualify: Only eligible, in-stock and contextually relevant products enter the auction.
  • Value: CPC, CPM, CPA and fixed commitments become comparable economic signals.
  • Compose: Paid and organic results share one governed customer experience.

RICH retail media in market

Specific retailer deployments spanning sponsored products, sponsored display, rich media and relevance-governed ranking.

Measured results

  • Intersport launched onsite retail media — and proved brand growth in five weeks — Intersport Austria. Campaign performance: 17.3× Brand-halo ROAS; 5.81× SKU ROAS; 536,653 Impressions; 1.30% CTR. Sponsored Products and Sponsored Display generated 536,653 impressions, 5.81× SKU ROAS and 17.3× brand-halo ROAS in the first five weeks live.
  • Challenger vs Incumbent: how two suppliers won the same RMN — 8-Brand Retail Media Benchmark (Pet Retail). Campaign performance: 127× Peak challenger ROAS; $65k Incumbent sponsored revenue; +182% CTR vs Skai benchmark. Eight anonymized pet-retail brands, two ad-set types, two playbooks. Challengers won efficiency; incumbents won scale.
  • 5 weeks from signature to live across The Warehouse and Noel Leeming — The Warehouse Group (TWG). Campaign performance: +126.1% Sponsored Product CTR (NL + TW); +90.9% Banner CTR (NL + TW); 3.35× ROAS (Noel Leeming); 4.50% Sponsored Product CCR. 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.
  • Gradient boosting: how Bosch grew share without breaking relevance — Bosch (electronics retailer). Campaign performance: +36% Share of Voice; +121% Share of Clicks; +11.8% Share of Sales; 11.4 → 9.6 Avg click position (faster). Boosting sponsored products proportional to their organic relevance lifted Bosch's share-of-voice, clicks and sales — and improved average click position — without forcing fixed ad slots or hurting the customer experience.
  • Brand campaigns on the Boardriders retailer site — Boardriders. Campaign performance: +38.4% Share of Voice uplift. +38.4% uplift in Share of Voice on the retailer website.
  • Re-platforming attribution and ROAS reporting — SurfStitch. Campaign performance: +33% Attribution improvement; Higher Return on Ad Spend. Cleaner attribution unlocked a +33% reported ROAS improvement.
  • Relevance-first retail media on a beauty retailer — Face the Future. Campaign performance: 2.2% Avg CTR with Relevance; -87.3% CTR when Bid replaced Relevance; -82.5% Overall desktop CTR drop. Average 2.2% CTR on promoted-item campaigns. Switching from Relevance to Bid collapsed CTR to 0.28%.

Explore Retail Media · Measurement standard