DiscoveryOS — Modular Retail Intelligence Platform

DiscoveryOS by Particular Audience is a modular retail intelligence and retail media platform. It unifies AI-powered semantic search, personalization, recommendations, sponsored ads, display media, audiences, and unified reporting into 13 composable modules that retailers and retail media networks (RMNs) can adopt independently or together.

What DiscoveryOS does

Composable retail intelligence

Adopt one module or the full suite. Every module shares a single product graph, customer graph, and measurement layer so search, recommendations, and media stay coherent.

Retail-media revenue, unlocked

Sponsored products, display, brand showcase, category sponsor, and guaranteed tenancy run on shared inventory and pricing — modelled in the free Retail Media Revenue Calculator across 14 verticals.

Agent-ready commerce

A live public MCP server exposes module metadata, case studies, and revenue-forecasting tools to ChatGPT, Claude, Cursor, and any MCP-compatible assistant.

The 13 DiscoveryOS modules

  1. Search Module

    AI-powered semantic search with keyword targeting and autocomplete.

  2. Product Page Module

    Alternatives, cross-sell, bundles, brand and attribute conquesting on PDPs.

  3. Personalization Module

    Homepage, category, and 1:1 personalized experiences across surfaces.

  4. Merchandising Module

    Automated rules, pinning, boosting, and category curation.

  5. Basket Builder Module

    Cart cross-sell, complete-the-look, and bundle uplift.

  6. Replenishment Module

    Predictive reorder and subscription nudges based on purchase cycles.

  7. Agentic Module

    Agent-ready APIs, MCP server, and assistant-commerce surfaces.

  8. Display Media Module

    Onsite display, sponsored brand, and contextual placements.

  9. Category Sponsor Module

    Category takeovers and share-of-voice ad products.

  10. Brand Showcase Module

    Brand stores, hero placements, and editorial slots.

  11. Guaranteed Tenancy Module

    Guaranteed share-of-voice and fixed-tenancy ad products.

  12. Audiences Module

    First-party audience building, lookalikes, and activation.

  13. Reporting Module

    Unified measurement, attribution, and cross-module benchmarking.

Who it's for

Retail media network executives, heads of digital and ecommerce, RMN consultants, and brand-side investment teams building or benchmarking a retail media P&L.