Keyword Miner in Practice: Capture Buyer Language Beyond Head Terms

How to use keyword mining to expand intent clusters, first make the candidate entry pool larger, and then submit it to the keyword refinement library for verification

KR1 is responsible for “discovery” and not final screening.

KR1 What to expand?

  • Scene expression
  • Expression of constraints
  • Conversational expression
  • Semantic variants

Why is this step critical?

Amazon’s on-site search continues to incorporate more natural expressions of intent, especially in AI shopping interaction scenarios.

Execution process

  1. Enter a set of focused competitive product ASINs
  2. Generate multi-intent cluster candidate words in Keyword Mining
  3. Incorporate external etymologies as needed
  4. Send the full amount to Keyword Refiner for verification

Practical principles

The KR1 stage pursues "maximization of coverage quality", not premature filtering.