01 Discovery
Adaptive Transformer Search, Universal Search, Visual Search, Hyper-Personalization, Automated Product Bundles, Buy Again & Replenishment, mRoutes, Long-Tail Landing Pages and Merchandiser Control.
The retail operating system
One engine for every retail decision.
Particular Audience runs search, recommendations, retail media, pricing and promotion decisions on one engine — across your website, app, stores and AI assistants. Start with one product and add the rest on the same foundation.
Hosted the AI in Retail Media Town Hall at the IAB Europe Retail Media Impact Summit, Amsterdam, 7 October 2026 — live audience polling from 89 participants and 953 contributions.
Keynote: Retail Media is Eating Trade at Mumbrella REmade 2026, Sydney — sponsored products monetise the shelf; sponsored promotions monetise the price.
Five pillars, one engine
02 Retail Media
Sponsored Products, Sponsored Listings, Sponsored Search, Rich Media, Shoppable Video, Fixed Tenancy, 1-Click Ad Set Builder, Unified Ranking, Promotion Hub, Demand Engine and Audience Management.
03 Price & Promo
Reassure, match, beat and fund: Price Affirmation, Price Match & Price Beat, Trade Media, Personalised Promotions, Promotion Amplification and Pricing Intelligence.
04 Operating Systems
DiscoveryOS for AdOps, search and recommendations in one terminal; RevenueOS for account planning, booking, delivery, billing and cash.
05 Platform & MCP
API-first and composable, with a Shopify App, developer documentation and a live public MCP server for AI assistants.
Margin Management and Profit Rate Optimisation apply across every pillar.
Who it's for
Ecommerce, merchandising, pricing and retail media leaders at retailers and marketplaces, and the suppliers and brands who buy media from them.