ToolMatch

ToolMatch is a mobile + web app (traditional + AI) that helps shoppers choose beauty tools and devices—LED masks, IPL hair removal, microcurrent, dermaplaners, electric toothbrushes—based on their skin/hair profile, budget, tolerance for risk, and realistic expectations. Users answer a short intake (skin tone, sensitivity, acne/rosacea, hair color, medications like retinoids, pain tolerance), then the app ranks devices with plain-English pros/cons, contraindications, ongoing costs (cartridges, replacement heads), and “what results you can actually expect.” It also flags sketchy listings and marketing claims, and suggests safer alternatives. The app earns via affiliate links, brand partnerships (clearly labeled), and a paid tier that includes deeper comparisons, recall/warranty tracking, and personalized routines. The goal is to reduce expensive buyer’s remorse in a category full of confusing specs and influencer noise.