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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 Monetise Ecommerce Site Search Without Hurting Conversion | Particular Audience

Turn search results into retail media inventory with sponsored search ranked on relevance, plus search retargeting across the site.

How to monetise your ecommerce site search

Monetise site search by letting brands sponsor relevant products in search results, ranked together with organic results so relevance stays high. Add brand-funded placements for high-intent queries and retarget recent search intent on other pages. Search shoppers are already close to purchase, which makes these placements valuable to brands when they stay useful to shoppers.

Sponsored search

Brands bid on relevant queries; the engine only shows sponsored products that fit the query.

Search retargeting

Carry a shopper's recent search intent to listing, product and basket pages, with frequency caps and purchase exclusions.

Protect conversion

Limit sponsored slots, label them clearly and monitor search conversion alongside ad revenue.

How Particular Audience does it

Frequently asked questions

Will ads in search annoy shoppers?

Irrelevant ads will. Ranking sponsored and organic results together on relevance keeps search useful.

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