
Amazon Search Trends: Where the Data Comes From and How to Read It Without Overfitting
Amazon search trends come from three structurally different data sources, and they are not supposed to agree. Brand Analytics reports what shoppers typed and what happened next, but only through the lens of your own brand — or, in a separate report, as a marketplace-wide term list. Product Opportunity Explorer reports at the level of a niche, a cluster of search terms Amazon assembles from post-search behaviour rather than from wording. Third-party keyword tools report a modelled monthly number attached to a keyword string. Treat the three as interchangeable and you collect contradictions, then resolve them by picking whichever number supports the decision you already wanted. This guide sets out what each source states about itself (official pages checked 2026-08-11), why they diverge structurally, and the reading rules that stop a two-week wobble from becoming a trend in your spreadsheet. ...










