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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.

How to Launch a Retail Media Network: A Step-by-Step Guide | Particular Audience

Steps to launch onsite retail media: size the opportunity, choose formats, set relevance rules, onboard brands and prove results.

How to launch a retail media network

Launch a retail media network in stages: size the opportunity from your traffic and supplier base, start with sponsored products in search and category pages, set relevance and labelling rules, onboard a handful of brand partners, and agree how results will be measured before the first campaign. Expand formats and categories once those early campaigns show incremental sales.

1. Size it

Model revenue from traffic, conversion and supplier count, and decide whether to run it in-house or with a partner team.

2. Start with sponsored products

They sit closest to purchase, are easy for brands to understand and use the product catalogue you already have.

3. Set the rules

Relevance thresholds, sponsored slot limits, labelling and excluded categories.

4. Onboard brands

Begin with existing trade partners. Agree reporting and incrementality tests up front.

5. Expand

Add sponsored search, brand pages, rich media, retargeting and supplier-funded offers.

How Particular Audience does it

In production

Frequently asked questions

How long does a launch take?

It depends on catalogue, data and contract readiness. Starting with one format and one category keeps the first launch small.

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