Best cleansers for acne-prone skin

Lovi's ranking

Why we picked these. Centella asiatica, glycerin, and hyaluronic acid soothe active breakouts and keep your skin balanced and hydrated.

1. 1
   B.LAB Matcha Hydrating Foam Cleanser SuperiorCA$22.95

   Why we picked it. This product cleans your skin from impurities while its Matcha Green Tea and Centella Asiatica Extract offer anti-inflammatory benefits to help manage your acne and blemishes.

2. 2
   CeraVe Foaming Facial Cleanser SuperiorCA$20.96

   Why we picked it. This product cleans your skin from impurities while Niacinamide helps to manage your acne and blemishes, and Glycerin ensures your combination skin stays hydrated.

3. 3
   Paula's Choice CLEAR Pore Normalizing Cleanser SuperiorCA$54.99

   Why we picked it. This product effectively cleanses your skin from impurities, and with Salicylic Acid, it specifically targets your acne and blemishes by deeply clearing pores, making it an excellent choice for your combination skin.

4. 4
   Dr. Althea Amino Acid Gentle Bubble Cleanser SuperiorCA$29.79

   Why we picked it. This product cleans your skin from impurities while its amino acids and sodium hyaluronate provide exceptional hydration and repair, making it ideal for your combination skin.

5. 5
   COSRX Advanced Snail Mucin Gel Cleanser SuperiorCA$36.96
6. 6
   Some By Mi Snail Truecica Miracle Repair Low pH Gel Cleanser SuperiorCA$24.83
7. 7
   Pyunkang Yul Deep Cleansing Foam SuperiorCA$18.79
8. 8
   PURITO From Green Deep Foaming Cleanser SuperiorCA$23.00
9. 9
   Fresh Soy Face Cleanser SuperiorCA$44.95
10. 10
    Eminence Organic Skin Care Clear Skin Probiotic Cleanser SuperiorCA$69.99
11. 11
    Pyunkang Yul Low pH Cleansing Water HighCA$22.99
12. 12
    iS Clinical Cleansing Complex HighCA$82.99
13. 13
    ROUND LAB 1025 Dokdo Cleansing Gel HighCA$16.99
14. 14
    Cetaphil Daily Facial Cleanser HighCA$17.98

More cleansers rated for acne-prone skin

• Paula's Choice Perfectly Balanced Foaming Cleanser SuperiorCA$41.00
• Neutrogena Hydro Boost Hydrating Cleansing Gel SuperiorCA$12.98
• PURITO Defence Barrier pH Cleanser SuperiorCA$20.00
• Torriden DIVE IN Cleansing Foam SuperiorCA$19.00
• Minimalist Salicylic Acid + LHA 2% Face Cleanser SuperiorCA$13.34
• First Aid Beauty Pure Skin Face Cleanser SuperiorCA$37.00
• CeraVe Foaming Cleanser Bar Superior
• CeraVe Blemish Control Cleanser SuperiorCA$27.47
• Neutrogena Ultra Gentle Daily Cleanser SuperiorCA$10.97
• Medik8 Surface Radiance Cleanse Superior
• beplain Mung Bean pH-Balanced Cleansing Foam SuperiorCA$31.99
• Isntree Green Tea Fresh Cleanser Superior

• cocokind AHA Jelly Cleanser Superior
• Clinique Acne Solutions Cleansing Foam SuperiorCA$39.00
• Colorescience Barrier Pro 1-Step Cleanser Superior
• Rovectin Conditioning Cleanser SuperiorCA$25.68
• MEDI-PEEL Extra Super 9 SuperiorCA$39.04
• SKIN1004 Madagascar Centella Tone Brightening Cleansing Gel Foam HighCA$22.90
• Shiseido Senka Perfect Whip HighCA$13.88
• Pyunkang Yul Low pH Pore Deep Cleansing Foam HighCA$18.79
• e.l.f. Holy Hydration! Daily Cleanser HighCA$13.96
• Anua Heartleaf Quercetin Pore Deep Cleansing Foam HighCA$22.40
• Kate Somerville DeliKate Soothing Cleanser HighCA$69.00
• Dr. Dennis Gross Alpha Beta® Pore Perfecting Cleansing Gel HighCA$83.00
• SKIN1004 Madagascar Centella Ampoule Foam HighCA$20.50
• Pyunkang Yul Calming Low pH Foaming Cleanser HighCA$19.99
• Neutrogena Hydro Boost Hydrating Gel Cleanser HighCA$15.98
• SkinCeuticals Simply Clean Gel High
• SkinMedica AHA/BHA Exfoliating Cleanser High
• e.l.f. Pure Skin Cleanser High
• Olay Regenerating Cream Cleanser HighCA$44.92
• d'Alba Deep Clean Foam Cleanser High
• Elizavecca Milky Piggy Elastic Pore Cleansing Foam High
• La Roche-Posay MELA B3 Facial Gel Cleanser HighCA$33.00
• KraveBeauty Matcha Hemp Hydrating Cleanser HighCA$22.00
• Bubble Fresh Start Gel Cleanser HighCA$20.97
• NATURIUM Niacinamide Cleansing Gelée 3% High
• Innisfree Bija Trouble Facial Foam High
• Anua Heartleaf Quercetinol Pore Deep Cleansing Foam HighCA$22.40
• Bioderma Sensibio Gel Moussant HighCA$31.99
• Etude House SoonJung pH 6.5 Whip Cleanser HighCA$25.96
• Caudalie Vinopure Purifying Gel Cleanser HighCA$40.00
• Kiehl's Calendula Deep Cleansing Foaming Face Wash HighCA$53.00
• MISSHA Vita C Plus Clear Complexion Foaming Cleanser HighCA$19.14
• ma:nyo Pure & Deep Cleansing Foam HighCA$34.00
• Geek & Gorgeous Jelly Joker HighCA$24.10
• facefacts Hydrating Gentle Cleanser High
• Erborian Centella Cleansing Gel HighCA$55.37
• ETUDE Soonjung pH 6.5 Whip Cleanser HighCA$25.96
• Etude House Soon Jung Centella 6.5 Whip Cleanser HighCA$25.96
• MISSHA Super Aqua Ultra Hyalron Cleansing Foam HighCA$17.34
• La Roche-Posay Effaclar Medicated Gel Cleanser HighCA$31.95
• Sulwhasoo Gentle Cleansing Foam HighCA$52.00
• Some By Mi Yuja Niacin Brightening All-In-One Cleanser High
• Neutrogena Hydro Boost Exfoliating Cleanser HighCA$19.75
• Kiehl's Rare Earth Deep Pore Daily Cleanser HighCA$40.00
• Pacifica Sea Foam Complete Face Wash HighCA$14.96
• Kiehl's Ultra Facial Oil-Free Cleanser HighCA$40.00
• CeraVe Foaming Cleanser HighCA$20.96
• PCA SKIN Facial Wash HighCA$68.00
• Walgreens Foaming Facial Cleanser High
• The Ordinary Glucoside Foaming Cleanser HighCA$14.80
• mixsoon Centella Cleansing Foam HighCA$29.99
• Some By Mi Bye Bye Blackhead Bubble Cleanser HighCA$29.99
• Clean & Clear Morning Burst Facial Cleanser High
• Image Skincare Ormedic Balancing Facial Cleanser High
• HYDRINITY Prelude Facial Treatment Cleanser High
• Benton Deep Green Tea Cleansing Foam High
• COSRX Salicylic Acid Daily Gentle Cleanser HighCA$18.51
• ROUND LAB Birch Juice Moisturizing Cleanser High
• La Roche-Posay Toleriane Dermo-Cleanser HighCA$30.56
• The INKEY List Salicylic Acid Cleanser HighCA$20.00
• Huxley Secret of Sahara Cleansing Foam High
• Biossance Squalane + Amino Aloe Gentle Cleanser HighCA$42.00
• Trader Joe's Nourish All-in-One Facial Cleanser High
• NATURIUM Vitamin C Complex Cleanser High
• REN Clean Skincare Evercalm Gentle Cleansing Gel High
• ROUND LAB 1025 Dokdo Cleanser HighCA$16.99
• Beauty of Joseon Green Plum Refreshing Cleanser HighCA$19.00
• MISSHA Super Aqua Ultra Hyalon Foaming Cleanser HighCA$17.35
• Medicube Zero Foam Cleanser HighCA$22.31
• Haruharu Wonder Black Rice Moisture 5.5 Soft Cleansing Gel HighCA$19.99
• Yepoda The Bubble Double High
• Revision Skincare Papaya Enzyme Cleanser High
• Glow Recipe Blueberry Bounce Gentle Cleanser HighCA$13.50
• Aveeno Clear Complexion Foaming Cleanser HighCA$12.86
• Augustinus Bader The Cream Cleansing Gel HighCA$170.39
• ATOPALM Real Barrier Cream Cleansing Foam High
• make p:rem Safe Me. Relief Moisture Cleansing Foam High
• CeraVe Renewing SA Cleanser HighCA$20.96
• Avène Cleanance Cleansing Gel HighCA$31.49
• Cetaphil Oily Skin Cleanser HighCA$17.97
• Estée Lauder Advanced Night Cleansing Gelée HighCA$46.00
• Anua Heartleaf Succinic Moisture Cleansing Foam High
• Cetaphil Daily Exfoliating Cleanser HighCA$22.79
• Kate Somerville EradiKate Daily Foaming Cleanser HighCA$20.00
• ZO Skin Health Exfoliating Cleanser HighCA$68.10
• Dermalogica Daily Glycolic Cleanser HighCA$59.00
• Etude Soon Jung pH 6.5 Whip Cleanser HighCA$25.96
• RoC BARRIER RENEW® GEL-TO-FOAM CLEANSER High
• Indie Lee Brightening Cleanser High
• Jack Black Pure Clean Daily Facial Cleanser High
• Abib Acne Foam Cleanser High
• CeraVe Acne Control Cleanser HighCA$27.47
• BYOMA Creamy Jelly Cleanser HighCA$19.00
• Youth To The People Superfood Cleanser HighCA$55.00
• La Roche-Posay Toleriane Caring Wash HighCA$27.00
• Abib Acne Foam Cleanser Heartleaf High
• SkinSmart Antimicrobial Facial Cleanser HighCA$25.79
• Abib Deep Clean Foam Cleanser High
• Eve Lom Foaming Cream Cleanser High
• m-61 Power Cleanse High
• Oskia Renaissance Cleansing Gel High
• Cetaphil Gentle Exfoliating SA Cleanser HighCA$22.47
• Dear, Klairs Rich Moist Foaming Cleanser HighCA$27.00
• Origins Checks and Balances Frothy Face Wash HighCA$39.00
• KORRES Foaming Cream Cleanser High
• Elemis Pro-Collagen Energising Marine Cleanser High
• Grown Alchemist Hydra-Restore Cream Cleanser High
• Sebamed Facial Cleanser High
• SLMD Salicylic Acid Cleanser High
• Vivant Mandelic Acid 3-in-1 Wash High
• Dr. Jart+ Cicapair Enzyme Cleansing Foam HighCA$41.00
• Vichy Normaderm PhytoAction Daily Deep Cleansing Gel HighCA$22.95
• SKIN1004 Madagascar Centella Poremizing Deep Cleansing Foam HighCA$20.03
• Aveeno Calm + Restore Nourishing Oat Cleanser HighCA$12.86
• innisfree Green Tea Amino Acid Cleansing Foam HighCA$19.00
• Good Molecules Hydrating Facial Cleansing Gel HighCA$34.85
• celimax Noni Acne Bubble Cleanser HighCA$31.25
• Isntree Yam Root Vegan Milk Cleanser High
• Fenty Skin Total Cleans'r Remove-It-All Cleanser HighCA$50.00
• HydroPeptide Cleansing Gel High
• COSRX AC Collection Calming Foam Cleanser High
• Haruharu Wonder Black Rice Triple AHA Gentle Cleansing Gel HighCA$24.99
• Lagom Cellup Gel To Water Cleanser High
• Derma E Hydrating Gentle Cleanser High
• Derma E Pure Biome Balancing Cleanser High
• Jan Marini Bioglycolic Face Cleanser HighCA$61.04
• Fresh Kombucha Cleansing Treatment High
• SKIN1004 Madagascar Centella Tea-Trica BHA Foam HighCA$21.40
• Dermalogica Special Cleansing Gel HighCA$69.00
• Tatcha The Rice Wash HighCA$54.00
• La Roche-Posay Toleriane Hydrating Foaming Gel High
• Cetaphil PRO DermaControl Oil Removing Foam Wash HighCA$20.51
• Lumin Charcoal Face Wash High
• Anua Heartleaf Low PH Deep Cleansing Water High
• CeraVe Hydrating Cream-to-Foam Cleanser HighCA$20.96
• CeraVe SA Smoothing Cleanser HighCA$20.96
• d'Alba White Truffle Return Oil Cream Cleanser HighCA$26.99
• Peach & Lily Power Calm Hydrating Gel Cleanser HighCA$62.16
• Elemis Dynamic Resurfacing Facial Wash HighCA$66.49
• CeraVe Hydrating Cleanser Bar High
• Skin Script Pomegranate Antioxidant Cleanser High
• Banila Co Clean It Zero Foam Cleanse Hydration HighCA$27.32
• Tatcha The Matcha Cleanse AverageCA$54.00
• LANEIGE Water Bank Blue Hyaluronic Cleansing Foam Average
• Clinique Liquid Facial Soap Mild AverageCA$38.00
• SKIN1004 Centella Pore Minimizing Deep Cleansing Foam AverageCA$20.03
• ZO Skin Health Gentle Cleanser AverageCA$74.65
• Dermalogica Clear Start Breakout Clearing Foaming Wash AverageCA$29.50
• Rodial Bee Venom Cleansing Balm Average
• CeraVe Hydrating Cleanser AverageCA$20.19
• Anua Heartleaf + BHA Pore Deep Cleansing Foam AverageCA$21.93
• Cetaphil Hydrating Foaming Cream Cleanser AverageCA$17.98
• Kiehl's Ultra Facial Cleanser AverageCA$40.00
• The Ordinary Glycolipid Cream Cleanser AverageCA$14.80
• OLEHENRIKSEN Truth Juice Daily Cleanser Average
• Banila Co Clean It Zero Purifying Foam Cleanser AverageCA$27.07
• Cetaphil Gentle Skin Cleanser AverageCA$17.97
• CeraVe Acne Foaming Cream Cleanser AverageCA$27.47
• make p:rem Safe Me. Relief Moisture Cleansing Milk AverageCA$51.55
• The Face Shop Rice Water Bright Average
• Aēsop Parsley Seed Facial Cleanser Average
• Image Skincare Vital C Hydrating Facial Cleanser Average
• Glytone Mild Gel Cleanser Average
• Clinique Redness Solutions Soothing Cleanser AverageCA$42.00
• Kate Somerville Cold Cream Average
• Dr. Jart+ Cicapair Foaming Cleanser AverageCA$41.00
• Some By Mi AHA-BHA-PHA 30 Days Miracle Acne Clear Foam Average
• Eucerin DermoPurifyer Cleansing Gel AverageCA$36.80
• BYOMA Milky Moisture Cleanser AverageCA$19.00
• Shiseido Clarifying Cleansing Foam AverageCA$50.00
• CeraVe Hydrating Facial Cleanser AverageCA$20.19
• Rhode Pineapple Refresh Average
• KORRES Greek Yoghurt Foaming Cream Cleanser Average
• SkinCeuticals Glycolic Renewal Cleanser Average
• Shiseido Deep Cleansing Foam AverageCA$50.00
• La Mer The Essence Foaming Cleanser Average
• DRMTLGY Essential Cleanser Average
• OSEA Ocean Cleanser Average
• SHANI DARDEN Cleansing Serum AverageCA$55.00
• NIVEA MEN Maximum Hydration Moisturizing Face Wash Average
• Tata Harper Purifying Cleanser AverageCA$93.00
• Glossier Milky Jelly Cleanser AverageCA$33.00
• Alastin Skincare Gentle Cleanser Average
• Neutrogena Hydro Boost Gentle Cleansing Lotion Average
• La Roche-Posay Toleriane Hydrating Gentle Cleanser AverageCA$30.56
• Bioderma Sébium Gel moussant AverageCA$30.99
• Medicube Red Foam Cleanser AverageCA$25.50
• Caudalie Vinoclean Instant Foaming Cleanser AverageCA$40.00
• Thayers Hydrating Milky Cleanser AverageCA$17.98
• Dr. Sam's Flawless Cleanser Average
• Murad Essential-C Cleanser AverageCA$58.95
• Thayers pH Balancing Daily Cleanser Average
• Dior La Mousse OFF/ON Foaming Cleanser AverageCA$160.35
• The Body Shop Tea Tree Skin Clearing Facial Wash AverageCA$18.00
• Neutrogena Hydro Boost cleanser AverageCA$12.98
• Avène Milk Cleanser Average
• KORA Organics Turmeric Glow Foaming Cleanser Average
• Alo Enzyme Facial Cleanser Average
• Elemis Superfood Glow Cleansing Butter Average
• Cetaphil Hydrating Gentle Skin Cleanser AverageCA$10.76
• K-SECRET SEOUl 1988 Cleansing Foam Average
• Eucerin Hydrating Cleansing Gel AverageCA$22.36
• Curology Gentle Cleanser Average
• Aveeno Calm + Restore Redness Relief Foaming Cleanser Average
• Tata Harper Regenerating Cleanser AverageCA$120.00
• Epionce Lytic Gel Cleanser Average
• SkinMedica Facial Cleanser Average
• iUnik Centella Bubble Cleansing Foam Average
• Simple Refreshing Facial Wash AverageCA$12.79
• Senka Perfect Whip AverageCA$13.88
• Elemis Superfood Facial Wash Average
• Bulldog Original Face Wash Average
• Burt's Bees Facial Cleanser Average
• Allies of Skin Molecular Silk Amino Hydrating Cleanser AverageCA$87.99
• ZEROID Foaming Cleanser Average
• Cetaphil Gentle Foaming Cleanser AverageCA$16.96
• La Roche-Posay Lipikar Wash AP+ AverageCA$25.95
• Prequel GLEANSER NON-DRYING GLYCERIN CLEANSER FOR FACE AND BODY Average
• Drunk Elephant Beste No. 9 Jelly Cleanser AverageCA$23.00
• Neutrogena Spot Controlling Facial Wash Average
• Trilogy Rosehip Cream Cleanser Average
• Paula's Choice Hydrating Gel-To-Cream Cleanser Average
• Keys Soulcare Golden Cleanser Average
• La Roche-Posay TOLERIANE PURIFYING FOAMING CLEANSER AverageCA$27.00
• CeraVe Hydrating Foaming Oil Cleanser AverageCA$20.96
• Vanicream Gentle Facial Cleanser AverageCA$49.99
• Curél Foaming Facial Wash AverageCA$37.50
• Clarins Gentle Foaming Cleanser AverageCA$48.00
• Clarins Hydrating Gentle Foaming Cleanser Average
• Murad Clarifying Cleanser Average
• Tata Harper Nourishing Oil Cleanser AverageCA$107.00
• Mario Badescu Enzyme Cleansing Gel AverageCA$23.00
• Prequel GLEANSER AverageCA$69.99
• Summer Fridays Super Amino Gel Cleanser Average
• THEFACESHOP Rice Water Bright Foam Cleanser AverageCA$22.00
• La Roche-Posay Lipikar AP+ Gentle Foaming Cleansing Oil AverageCA$25.95
• Dermalogica UltraCalming Cleanser AverageCA$108.00
• Neutrogena Fresh Foaming Cleanser Average
• SkinCeuticals Soothing Cleanser Foam Average
• Neutrogena Oil Balancing Facial Wash Average
• Acure Brightening Cleansing Gel Average
• La Mer The Cleansing Foam AverageCA$41.00
• Derma E Anti-Wrinkle Cleanser Average
• Chantecaille Rice & Geranium Foaming Cleanser AverageCA$103.00
• Proactiv Renewing Cleanser Average
• Dermalogica ultracalming™ cleanser AverageCA$108.00
• Anua Hyaluronic Acid Hydrating Gentle Foaming Cleanser AverageCA$22.90
• GLAMFOX Rice Niacinamide Foam Cleanser Average
• cocokind Oil to Milk Cleanser Average
• Cetaphil Gentle Cleansing Bar AverageCA$14.97
• Skinbetter Science Refining Foam Cleanser Average
• Honest Beauty Gentle Gel Cleanser Average
• ATOPALM Facial Foam Wash AverageCA$23.50
• ma:nyo Pure Cleansing Milk Average
• Illiyoon Ceramide Derma Amino Cleansing Foam Average
• KORA ORGANICS Gentle Cleanser Average
• Neutrogena Oil-Free Acne Wash AverageCA$12.97
• Grown Alchemist Gentle Gel Facial Cleanser Average
• SkinCeuticals Gentle Cleanser Average
• Shiseido Extra Rich Cleansing Milk Average
• doTERRA Facial Cleanser Average
• Simple Moisturizing Facial Wash AverageCA$9.99
• Biore Deep Pore Charcoal Cleanser Average
• Paula's Choice CALM Ultra-Gentle Cleanser Average
• The Face Shop Rice Water Bright Cleansing Foam AverageCA$16.00
• Garnier Express Aclara Average
• Neutrogena deep clean AverageCA$9.97
• Perricone MD Nutritive Cleanser AverageCA$59.00
• Olay Smoothing Daily Facial Cleanser Average
• Cetaphil Oil Control AverageCA$16.77
• Dermalogica Intensive Moisture Cleanser Average
• Differin Daily Deep Cleanser Average
• EltaMD Foaming Facial Cleanser Average
• Dr. Dennis Gross Hyaluronic Marine Meltaway Cleanser AverageCA$44.32
• innisfree Volcanic Pore BHA Cleansing Foam AverageCA$19.00
• GATSBY FACIAL WASH Average
• Formula 10.0.6 So Totally Clean Deep Pore Cleanser Average
• Curél Curel Intensive Moisture Care Foaming Facial Wash AverageCA$37.50
• PanOxyl Acne Creamy Wash AverageCA$11.75
• La Roche-Posay TOLERIANE AverageCA$31.00
• SkinCeuticals LHA Cleanser Gel Average
• Garnier Vitamin C Face Wash AverageCA$29.20
• Eucerin DERMO PURE Average
• Thayers Blemish Clearing Cleanser Average
• Meaningful Beauty Skin Softening Cleanser Average
• Philosophy Purity Made Simple One-Step Facial Cleanser AverageCA$39.00
• Clean & Clear Foaming Face Wash Average
• Estée Lauder Soft Clean Moisture Rich Foaming Cleanser Average
• Mad Hippie Cream Cleanser Average
• Liz Earle Cleanse & Polish Hot Cloth Cleanser Average
• Dove White Beauty Bar Average
• Paula's Choice Pore Normalizing Cleanser AverageCA$54.99
• Uriage Cleansing Cream AverageCA$32.00
• Mustela Baby Cleansing Water AverageCA$22.69
• La Roche-Posay Gentle Foaming Moisturizing Wash AverageCA$22.95
• La Roche-Posay Effaclar H Iso-Biome Soothing Cleansing Cream Low
• Burt's Bees Soap Bark & Chamomile Deep Cleansing Cream Low
• COSRX Low pH Good Morning Gel Cleanser Low
• Arencia Fresh Green Cleanser LowCA$29.99
• Versed Hydrating Cream Cleanser Low
• The Ordinary Squalane Cleanser LowCA$26.20
• Principia Gel de Limpeza GL-01 Low
• CHANEL La Mousse Low
• Bioderma Atoderm Intensive Gel Moussant LowCA$35.99
• La Roche-Posay EFFACLAR LowCA$31.95
• Dr. Althea Amino Gel Cleanser LowCA$29.79
• Noxzema Classic Clean Original Deep Cleansing Cream LowCA$11.18
• Eve Lom Cleanser LowCA$642.22
• Arencia Fresh Green Rice Mochi Cleanser LowCA$29.99
• darrow Actine Low
• Dieux Skin Low
• La Roche-Posay Effaclar Purifying Foaming Gel LowCA$31.95
• Clinique all about clean LowCA$38.00
• Shiseido Complete Cleansing Microfoam Low
• Olay Cleansing Melts Low
• AMBI Cocoa Butter Cleansing Bar Low
• Paula's Choice Softening Cream Cleanser Low
• La Roche-Posay Effaclar Foaming Cleanser CautionCA$31.95
• Clean & Clear deep action cream cleanser Caution
• Uriage Cleansing Oil CautionCA$26.00
• Noxzema Classic Clean Moisturizing Cleansing Cream Caution
• Eucerin Cleansing Gel CautionCA$22.66
• Lancôme Crème Radiance WarningCA$50.00
• Shiseido Future Solution LX Extra Rich Cleansing Foam WarningCA$68.75
• Esfolio Collagen Cleansing Foam Warning

Behind this ranking

Lovi ranks every product by its fit score, calculated from the full ingredient list with brand-independent rules our dermatologists and cosmetic chemists build and review, and personalizes every pick with AI trained on the real results of millions of users. Lovi trains its fit score models on a proprietary dataset built from more than 10,000 expert-labeled products and more than 100,000 simulated examples, following an internally consistent methodology presented at Cosmoprof, AMWC, and Skin of Color Update.