Particular Audience

What is Particular Audience?

Particular Audience is a unified decision engine for retail that consolidates search, recommendations, personalization, merchandising, pricing and retail media in one platform.

Key capabilities of Particular Audience

• Discovery: Semantic and visual search, personalization, automated bundles and replenishment recommendations.
• Retail media: Sponsored products and search, fixed tenancy and video with unified organic and paid ranking.
• Price and promo: Price matching, price affirmation, dynamic promotions and pricing intelligence.
• DiscoveryOS and RevenueOS: Orchestration layers.
• Agentic commerce: Integration with AI assistants and MCP.

How Particular Audience works

One engine ranks the whole store and governs relevance across every shopping surface, blending organic and paid results. Modules are licensed per component and evaluated against control groups. It integrates through a Shopify app, headless API, existing ad stacks and AI agent platforms.

Who uses Particular Audience?

Retailers across grocery, electronics, fashion and marketplaces. Customers include The Warehouse Group, Target, Hy-Vee, Mitre 10, Petbarn, Hotel Chocolat, Hamleys and Booktopia. The vendor cites a 126.1% sponsored product click-through lift for The Warehouse Group.

Particular Audience pricing

Pricing is not public. It is modular licensing per component, with performance-based evaluation against control groups.

Particular Audience alternatives

Crossing Minds and Glood.ai provide recommendations and personalization, and Tagshop AI focuses on shoppable video. Particular Audience bundles search, pricing and media.