# E-commerce search query intent classification

Classifies search query intent \(transactional, browsing, informational\) to control retrieval and ranking behavior.

Grade: S — Top tier. Meets A, and the payoff is major with high confidence.. Score: 5.66.

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/)
- [Vertical](/verticals/ecommerce_retail/)
- [Function](/functions/ecommerce/)
- [Nyckel content moderation classifier](/use-cases/nyckel-content-moderation-classifier/)
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- [Detect counterfeit-risk language in listings](/use-cases/detect-counterfeit-risk-language-in-listings/)
- [Detect when a seller is circumventing fees through coded language](/use-cases/detect-when-a-seller-is-circumventing-fees-through-coded-language/)
- [Detect Etsy listing compliance issues](/use-cases/detect-etsy-listing-compliance-issues/)