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 decisioning layer
Search in one tool, recommendations in another, pricing in a third, ads bolted on top — nobody owns the order products appear in, and the margin leaks between them. Particular Audience replaces that patchwork with a single decision: a Unified Decision Engine that scores relevance, inventory, margin and sponsored demand in one pass, on every surface, including the AI assistants now doing the shopping.
The retail operating system
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.
Adaptive Transformer Search, Universal Search, Visual Search, Hyper-Personalization, Automated Product Bundles, Buy Again & Replenishment, mRoutes, Long-Tail Landing Pages and Merchandiser Control.
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.
Reassure, match, beat and fund: Price Affirmation, Price Match & Price Beat, Trade Media, Personalised Promotions, Promotion Amplification and Pricing Intelligence.
DiscoveryOS for AdOps, search and recommendations in one terminal; RevenueOS for account planning, booking, delivery, billing and cash.
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.
Ecommerce, merchandising, pricing and retail media leaders at retailers and marketplaces, and the suppliers and brands who buy media from them.