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Findings · attribute family

Composition

Ingredients, concentrations, materials and components.

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 videoFeatures and formatPromises and certificationsPrice and offerBrand and context

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