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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.

Target Australia — Often Bought Together across a broad retail catalog | Particular Audience

AI bundles delivered 384× ROI and a +17.4% increase in units per transaction in post-impression A/B measurement.

Often Bought Together across a broad retail catalog

AI bundles delivered 384× ROI and a +17.4% increase in units per transaction in post-impression A/B measurement.

  • 384× ROI on incremental uplift
  • +17.4% Units per transaction
  • 15.3% Click through rate
  • 16.1% Click conversion rate

Incremental sales uplift measured by post-impression A/B testing; ROI reported against that uplift.

Target Australia deployed Often Bought Together bundles across categories including toys, clothing, gaming, home decor, bikes and beauty.

The source reports a 384× return on incremental sales uplift from post-impression A/B testing and a 17.4% increase in units per transaction. These figures belong to Target Australia, not digiDirect.