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Findings · attribute family

Brand and context

Brand size, launch timing and sellers (cannot be changed: for information only).

Validated findings

There are no validated findings for this family yet.

Which attribute families weigh most in the model

Face serums · Amazon Spain
Title and text
52%
Price and offer
14%
Brand and context
8%
Description and bullet points
6%
Composition
6%
Promises and certifications
5%
Images and video
5%
Features and format
4%

Share of the model's predictions explained by each family (SHAP importance). A family weighing a lot does not mean that changing it will sell more.

Other families

Title and textDescription and bullet pointsImages and videoCompositionFeatures and formatPromises and certificationsPrice and offer

Correlation, not causation: these are patterns of winning products, not guarantees.