Deconstructing E-Commerce Search: The 12 Query Types

Source: https://baymard.com/blog/ecommerce-search-query-types Author: Baymard Institute

Summary

Taxonomy of the 12 types of queries users enter into e-commerce search engines, based on extensive user testing. Essential reference for Query Types in the e-commerce domain.

The 12 Query Types

Product-Type Queries

  1. Exact product queries — searching for a specific model (“iPhone 15 Pro Max”)
  2. Category queries — broad product categories (“headphones”)
  3. Feature/spec queries — searches by attribute (“wireless noise cancelling headphones”)
  4. Thematic queries — searches by theme/style (“minimalist desk accessories”)

Non-Product Queries

  1. Symptom queries — describing a problem, not a product (“my back hurts pillow”)
  2. Compatible product queries — accessories for a known item (“case for MacBook Air M2”)
  3. Use-case queries — activity-based (“running shoes for marathons”)
  4. Named product queries — product names with unknown classification
  1. Brand queries — product + brand (“Nike shoes”)
  2. Price-range queries — budget-constrained (“desk under $200”)
  3. Availability queries — store/format (“books available for pickup”)
  4. Inspirational queries — exploratory browsing (“gift ideas for dad”)

Key Finding

Most e-commerce sites optimize for category queries but fail on non-product, symptom, and inspirational queries — which represent significant user intent that current systems can’t match to inventory.