E-commerce search query intent classification
Classifies search query intent (transactional, browsing, informational) to control retrieval and ranking behavior.
STop tier. Meets A, and the payoff is major with high confidence.5.66
Key facts
- Vertical
- E-commerce & retail
- Function
- E-commerce ops
- Status
- Seen in the wild
- Volume
- high
- Value
- major
- Risk
- moderate
- Evidence
- described plan
- Flags
- None
Source: https://wizzy.ai/blog/search-query-classification-for-ecommerce-models-signals-failure-modes/
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 “E-commerce search query intent classification”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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