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The retail decisioning layer

One system decides what each shopper sees. Most retailers run four or five separate tools.

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.

Visual Search & Discovery for eCommerce

Powered by Particular Audience's Computer Vision AI. Modular computer vision components that integrate seamlessly with Search, Personalization and Retail Media.

COMPUTER VISION

Visual Discovery

Humans are visual, your product search and discovery can be too. Enable visual search and closest match alternative item discovery with intuitive 'See Similar' buttons in any carousel or listing page.

Solve Stockout Conversion Loss

Handle Size Depth Availability Issues

Capture Visual Intent & Demand

COMPUTER VISION

Visual Search

Convert customer engagements into sales, using our Visually Similar Search 'VSS' and Visual Similar Recommendations 'VSR' to surface visually similar items in milliseconds.

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CONTEXT EXPANSION

See Similar Search

Allow customers to find the most similar items to things they like mid-scroll, in search and listing pages, with the touch of a button.

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ALTERNATIVE ITEM DISCOVERY

Solve Size Depth Stockouts

Turn any dead end into a discovery opportunity. In this example we include a 'See Similar' call to action alongside out of stock items, prevalent in items with size variability.

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SEARCH WITH PHOTO

Real Time Lens Search

Allow hyper real-time engagements with visual shoppers or visual products.

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VISUAL SEARCH

Screenshot / Image Search

Enabling pinners, planners and picture hoarders to translate inspiration into conversion.

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AI powered contextual commerce

Exceptional eCommerce starts here.

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COMPATIBLE PRODUCTS

Integrate Computer Vision With

Retail Media

Managed and self-service Retail Media modules

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Hyper-Personalization

Context-aware dynamic product and content recommendation engines

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Adaptive Transformer Search

Harness the power of Large Language Models, Eliminate Zero Search Results

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Automated Product Bundles

Cross-sell automation through Automated Product Bundles

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