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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 for Grocery Retailers: Onsite Ads That Fit the Basket | Particular Audience

How grocery retailers run sponsored products and supplier-funded offers inside search and listings without hurting basket building.

Retail media for grocery retailers

Grocery retail media lets suppliers fund sponsored products, offers and placements inside a grocer's own search results, listings and recommendations. Because grocery shoppers build large repeat baskets, ads work best when they are ranked on relevance alongside organic products, respect stock and substitution rules, and are measured on incremental basket value rather than clicks alone.

Why grocery is different

Grocery missions are frequent, list-driven and price-sensitive. Shoppers search short head terms such as milk or bread, then add many items quickly. Sponsored placements that interrupt that flow cost conversions, so relevance and stock awareness matter more than ad volume.

Where onsite media fits

Sponsored products in search and category pages, supplier-funded offers through trade media, and replenishment prompts for items a shopper buys regularly. Each placement should be governed by the retailer's merchandising and pricing rules.

How to measure it

Track incremental sales against a holdout, brand halo across the supplier's range and effect on overall basket size, not just return on ad spend for the clicked product.

How Particular Audience does it

In production

Frequently asked questions

Do sponsored products slow down grocery shoppers?

They can if they are ranked separately from organic results. Ranking sponsored and organic products together on relevance keeps ads in the flow of the basket.

Can suppliers fund discounts as well as ads?

Yes. Trade media lets suppliers fund offers that appear in search, listings and recommendations, with the retailer controlling eligibility.

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