Google Cloud Gemini Enterprise Powers The RealReal Ask TRR AI Agent

Ask TRR enhances personalized discovery across more than one million unique luxury items using Google Cloud Gemini Enterprise.

Luxury resale faces a structural search problem: inventory is one-of-one, turnover is daily, and shoppers often describe what they want by silhouette, era, or occasion rather than by designer or SKU. Traditional keyword search and faceted filters, designed for mass retail, cannot reliably surface the right piece before it sells. This gap between shopper intent and catalog structure is exactly where agentic AI is reshaping digital commerce.

What was announced

The RealReal (NASDAQ: REAL) announced the expansion of Ask TRR, its AI shopping agent built with Google Cloud Gemini Enterprise, officially launching to all 45 million members after a successful pilot. The agent supports natural language queries such as which luxury bag to buy and returns tailored recommendations across more than 1.5 million unique pieces available on the marketplace. The company also plans to extend the experience with AI-driven recommendations on product description pages for more contextual purchase guidance.

In a luxury boutique, the best sales associates remember what you love and know what just came in. The RealReal is bringing that level of service online, to every shopper who visits

Why this matters

For CIOs, CDOs and digital commerce leaders, the Ask TRR deployment illustrates how Gemini Enterprise can be operationalized on top of proprietary data to deliver measurable business value in high-velocity, single-quantity inventory environments. Fifteen years of transactional and authentication data, combined with Google Cloud AI, enable intent-based discovery that reduces search friction and increases catalog visibility. The case is directly relevant for retail, marketplace and e-commerce organizations evaluating agentic AI roadmaps.

Technical details

• Platform: Google Cloud Gemini Enterprise for Customer Experience
• Capability: Conversational, intent-based product discovery via natural language
• Scale: 45 million members, more than 1.5 million unique SKUs refreshed daily
• Data foundation: 15 years of proprietary resale and authentication data, 50 million items sold
• Roadmap: AI-driven contextual recommendations on product description pages

Softprom and Google

Softprom is the official partner of Google. Enterprise customers can access Google Cloud AI, Gemini Enterprise and related services through Google solutions distributed by Softprom.

This content was prepared as part of the Softprom DistriFlow project — an automated system for monitoring and adapting vendor news. Original source: original article.