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Data Tinkerer

Data Science

How Shopify Scales Taxonomy Evolution Across 10,000+ Categories With Multi-Agent AI

From reactive manual curation to continuous taxonomy evolution grounded in merchant reality.

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Data Tinkerer
Feb 26, 2026
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Fellow Data Tinkerers!

Today we will look at how Shopify scales its product categorisation using agentic AI

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Now, with that out of the way, let’s get to Shopify’s multi-agent taxonomy

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