CO/AI Subscribe
Thursday · June 4, 2026 · Issue No. 885

What does it do?

  • eCommerce Personalization
  • Product Discovery Optimization
  • Retail Media Advertising
  • Conversational Search Enhancement
  • Visual Product Recommendations

How is it used?

  • 1. Integrate platform w/ store
  • 2. Analyze data sources
  • 3. Use Adaptive Transformer Search
  • 4. Personalize for each customer
  • 5. Manage sponsored ads

Who is it good for?

  • Digital Marketing Professionals
  • Ecommerce Retailers
  • Online Brand Managers
  • Retail Technology Specialists
  • Marketplace Operators

What does it cost?

  • Pricing model : Book Demo / Request Quote

Details & Features

  • Made By

    Particular Audience
  • Released On

Particular Audience is an AI-powered eCommerce solution that enhances online retail experiences through advanced product discovery, personalization, and retail media capabilities. The platform utilizes artificial intelligence to help online retailers boost revenue by improving search functionality, delivering personalized recommendations, and offering targeted sponsored product advertisements.

Key features:
- AI-Powered Product Discovery: Employs a hyper-personalized search and recommendation system that adapts product lists, carousels, and search results for each customer, using AI that understands real-life human intent.
- Retail Media Platform: Provides hyper-personalized sponsored product advertisements with a self-service interface for brands, increasing relevancy as measured by engagement, conversion, ad-fill rate, and ad revenue lifts.
- Adaptive Transformer Search: Utilizes Large Language Models (LLMs) for advanced site search, eliminating zero search results and automating synonym generation, rules, and redirects.
- Privacy-First Approach: Implements cookieless technology compliant with GDPR and CCPA regulations, using vector AI without relying on personal data.
- Additional Products: Offers automated product bundles, automated price beat, and visual search & see similar functionality powered by Computer Vision AI.

How it works:
1. Retailers integrate Particular Audience's platform into their eCommerce store.
2. The AI analyzes various data sources, including internet-scale large language models, product interactions, purchases, images, and metadata.
3. For search functionality, the system uses Adaptive Transformer Search to improve rank relevance and handle conversational queries.
4. The platform personalizes product lists, carousels, and search results for each individual customer.
5. For retail media, brands can use the self-service interface to target in-market shoppers and promote products in competitive contexts.

Use of AI:
Particular Audience leverages several AI technologies, including Large Language Models (LLMs) for advanced search capabilities, Vector AI for privacy-first personalization, and Computer Vision AI for visual search functionality.

Target users:
- eCommerce retailers
- Online brands
- Marketplaces

How to access:
Particular Audience is primarily available as a web-based platform that integrates with existing eCommerce stores. It also offers a self-service interface for brands to manage sponsored product advertisements.

Applicable Industries:
- eCommerce
- Retail
- Fashion
- Technology
- Digital Marketing
- Advertising (Retail Media)

  • Supported ecosystems
  • What does it do?
    eCommerce Personalization, Product Discovery Optimization, Retail Media Advertising, Conversational Search Enhancement, Visual Product Recommendations
  • Who is it good for?
    Digital Marketing Professionals, Ecommerce Retailers, Online Brand Managers, Retail Technology Specialists, Marketplace Operators

PRICING

Visit site
Pricing model: Book Demo / Request Quote

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