INDU 498 · Ingredient-Similarity Clustering

Find your skincare dupes.

Cheaper skincare alternatives with the same ingredients.

177

dupe clusters

$152

avg savings

61%

avg discount

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Built on the INDU 498 clustering pipeline. Data sources: Sephora, LookFantastic (UK), Kaggle Cosmetics, Amazon scrapes. Ingredient metadata sourced from a curated codex (EU CosIng, CIR, Healthline).