
Ingredient Safety Scoring
Signal-driven scoring to highlight potential sensitivity risks before they reach your skin.
DermaMate contains ingredient risks in minutes so you can shop and care with confidence. Built with modular data plumbing to work with your unique routine—now and next.

Turns your skin profile (type, conditions, allergens, preferences) into a smart vector that suggests a routine built just for you.
Understands our curated ingredient database to flag irritants, cross-reactors, and out-of-bounds ingredients in products you use or consider.
Continuously updated repository of every brand’s products and revisions so the model can spot better matches and notify you when new SKUs land.

Signal-driven scoring to highlight potential sensitivity risks before they reach your skin.

Automatic detection of allergens and irritants based on your profile and the latest research.

Model confidence in how well a product fits your skin type, conditions, and preferences.
The number of brands across the skincare universe that we’ve cataloged and keep current inside DermaMate.
The count of product SKUs we normalize, version, and map to ingredients so you can compare like-for-like.
The unique ingredients tracked in our knowledge base, including synonyms and cross-reactors.
The building blocks that make DermaMate feel like magic—designed for real-life skin and powered by serious tech.
Tell us how your skin behaves—oilier T-zone, drier cheeks, or both. Add conditions, ingredient allergens, and preferences so every suggestion matches your actual face, not a generic template.
Log the products you’re using today—cleansers, actives, and that moisturizer you swear by. We decode the INCI lists so overlaps, clashes, and gaps are crystal clear.
We maintain a highly curated, tokenized graph of brands, ingredients, and product SKUs. It’s normalized and versioned, so reformulations and dupes are tracked like a pro.
Document glow-ups and flare-ups with quick entries—photos, notes, and ratings. Over time, DermaMate spots patterns so you can keep the wins and ditch the triggers.
Find products that vibe with your profile, not fight it. Our filters and signals surface options that feel hand-picked—because they basically are.
Under the hood: vector search, ingredient embeddings, and guardrails that keep recommendations clean. It’s serious ML wrapped in a super friendly UI.
We’re building an evidence-backed, ingredient-first platform to take the guesswork out of skincare. No fluff, just clarity.

“DermaMate finally helped me understand which products won’t set off my eczema. Total game changer.”
“I love how fast the ingredient checks are. It’s saved me from buying stuff that would have irritated my skin.”
“The recommendations actually fit my routine and allergies. My redness is down and my routine is simpler.”
Join free and get instant checks against irritants and allergens—built for sensitive skin.