Empathy AI

EMPATHY AI LABS #1

Product AI search

AI-powered features to enhance your product search experiences

Project #3AI Overview
Productized
Inspired by: Related Prompts V.1
Ready for: Empathy Platform, Motive

AI Overview gives shoppers a concise, AI-powered, human-like summary of what they're looking for and the products that best match their intent. Instead of immediately showing a static grid of product cards, AI Overview generates a real-time summary of search intent, surfacing key products in context.

Built on the same underlying technology as Related Prompts, AI Overview transforms multi-term queries into natural, human-like insight and product recommendations. It helps guide shoppers to relevant items, reduces friction in the journey, and shortens the path to purchase.

Key features
  • AI-powered summary: Generates a concise, natural-language overview of the shopper's intent in real time.
  • Intent understanding: Interprets multi-term or complex queries to provide clearer guidance and relevant suggestions.
  • Contextual product highlights: Features key products directly within the summary based on the interpreted intent.
  • Dynamic adaptation: Updates the overview as the shopper applies filters or changes the query.
  • Built on Related Prompts technology: Leverages the same foundational models that synthesize natural-language search understanding.
  • Friction reduction: Helps remove uncertainty by clarifying intent and presenting meaningful products upfront.
  • Privacy-first architecture: Runs on private, self-hosted infrastructure, keeping shopper data protected and anonymous.
Use cases
  • AI-powered product summary
  • Low results
  • Zero results
  • Search intent refinement
Application scenarios
Originally built for product search, AI Overview extends its usefulness by generating dynamic, real-time summaries that adapt to shopper behavior and context. It can be applied in several common scenarios, such as:
  • E-commerce: Guides shoppers through product catalogues with a real-time, human-like summary and key product recommendations.
  • Chat-style assistants: Responds to natural-language queries with actionable insights and suggested products, helping shoppers navigate their options.
  • Multi-faceted catalogs: Clarifies shopper intent when filters or categories are complex, presenting the most relevant products upfront.

Try it out now at

PharmaciusMotive Market

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