Glow Index

Overview

Glow Index is a consumer-facing skincare product rankings platform that uses structured AI analysis to evaluate and rank products based on ingredient efficacy, formulation quality, price-to-value ratio, and real user results. It cuts through marketing noise to give consumers data-driven product recommendations.

Problem

The skincare market is flooded with products making similar claims, and consumers have no reliable way to compare them objectively. Existing review platforms rely on subjective ratings that don't account for ingredient science, skin type compatibility, or formulation quality.

Approach

Products are analyzed through a structured AI pipeline that evaluates ingredient lists against published dermatological research, cross-references formulation patterns with efficacy data, and normalizes user reviews to account for skin type variations. The result is a composite ranking score that's transparent and reproducible.

Tech Stack

Results

Deployed and live. Platform serving structured skincare product rankings with AI-powered analysis. Demonstrating the viability of structured AI evaluation for consumer product categories.