GPT Spotlight Description
GPT Spotlight is an innovative ecommerce app powered by ChatGPT that allows users to find products using natural language instead of traditional filters or menus. By utilizing cutting-edge technologies such as advanced embeddings, extensive model training, and retrieval-augmented generation (RAG) on a robust retrieval system, it effectively understands both vague and precise user intents, ranging from cultural references to implicit criteria, and provides tailored product suggestions in real time. This tool is integrated directly into online retail platforms, welcoming users with the prompt "What can I help you find?" and honing its recommendations based on follow-up interactions, thereby facilitating a smooth shopping experience by aligning suggestions with items already in the shopping cart. Furthermore, it gathers and assesses customer search behaviors, prompt frequencies, and request trends to uncover valuable merchandising insights and enhance the organization of product catalogs. This comprehensive approach not only improves user satisfaction but also contributes to a more efficient and intuitive online shopping environment.
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