Shopify launches Catalog system using LLMs to help AI agents identify duplicate products across listings
By
Suman Bhattacharyya
Summary
Shopify has launched a new system called Catalog that uses large language models (LLMs) to organize merchant product data, enabling AI shopping agents to identify and compare the same products across different listings. The system addresses a key challenge where AI assistants struggle to determine when different product listings describe the same item — for example, two merchants selling the same protein powder but listing it differently (one with a single listing with flavor variations, another with separate listings per flavor). Retailers are now scrambling to make their product listings discoverable by AI agents, and Catalog aims to standardize product data into a format that AI shopping tools can reliably use.
Source
bskyShopify launches Catalog system using LLMs to help AI agents identify duplicate products across listingsthenewstack.ioKey quotes
· 3 pulledShopify has launched a new system called Catalog that uses LLMs to organize merchant product data into a format agents can use to identify and compare products.
Retailers are rushing to make their product listings discoverable by AI shopping agents, but AI assistants often struggle to determine when different listings describe the same item.
One might create a single product listing with multiple flavor variations, while another creates separate listings for...
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