Evolution of Product Classification at Shopify: From Categories to Comprehensive Product Understanding

T1Covered by 1 source · first reported by Stripe / Shopify Eng / Netflix TechBlog / Dropbox Tech / Slack Eng / Spotify Eng at 08 May 2025, 04:00 UTC

Shopify’s product classification system has evolved from basic categorization to an AI-driven framework using Vision Language Models and the Shopify Product Taxonomy. It accurately classifies products, extracts attributes, and processes over 30 million predictions daily, improving search…

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Sources

• T1Evolution of Product Classification at Shopify: From Categories to Comprehensive Product UnderstandingStripe / Shopify Eng / Netflix TechBlog / Dropbox Tech / Slack Eng / Spotify Eng08 May 2025, 04:00