Auto-categorize products to Shopify taxonomy

Assign new products to correct categories in Shopify product taxonomy automatically, improving search visibility

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.3.59

Key facts

Vertical
E-commerce & retail
Function
E-commerce ops
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
moderate
Evidence
described plan
Flags
None

Source: https://community.shopify.com/t/seeking-solutions-for-auto-categorizing-a-product-catalog/410309

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Auto-categorize products to Shopify taxonomy”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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