AI now parses ingredient lists to build regimens.

Platforms scan product labels, match active compounds to skin concerns, and output ranked ingredient lists. Examples include niacinamide for hyperpigmentation and hyaluronic acid for barrier repair.

Users move from trial-and-error shopping to data-driven selection. The method reduces product returns and accelerates visible results by aligning chemistry with specific conditions.

Function of Beauty uses an algorithm trained on 10,000 ingredient studies to generate custom formulas. Subscribers receive regimens that show an average 25 percent improvement in hydration scores after four weeks.