{"name":"Droplet Skincare Label Clarity Index 2026 pilot","canonicalUrl":"https://www.joindroplet.com/research/skincare-label-clarity-index","methodologyUrl":"https://www.joindroplet.com/research/skincare-label-clarity-standard","publishedAt":"2026-08-01","accessedAt":"2026-08-01","market":"United States","reviewStatus":"Single-reviewer pilot; not independently replicated","scopeLimit":"Measures online label communication clarity, not safety, efficacy, regulatory compliance, formulation quality, or personal fit.","selection":{"candidates":50,"included":27,"inaccessibleOrMismatched":21,"incompleteEvidence":2},"summary":{"sampleSize":27,"brandCount":11,"mean":7.666666666666667,"median":8,"dimensionTotals":{"identity":44,"ingredients":54,"directions":53,"cautions":16,"claims":40},"dimensionPercentages":{"identity":81.48148148148148,"ingredients":100,"directions":98.14814814814815,"cautions":29.629629629629626,"claims":74.07407407407408},"excluded":23},"dimensions":[{"key":"identity","label":"Identity","longLabel":"Identity and traceability"},{"key":"ingredients","label":"Ingredients","longLabel":"Ingredient disclosure"},{"key":"directions","label":"Directions","longLabel":"Directions for use"},{"key":"cautions","label":"Cautions","longLabel":"Cautions and limits"},{"key":"claims","label":"Claims","longLabel":"Claim specificity"}],"exclusions":[{"product":"Hero Cosmetics Mighty Patch Original","sourceUrl":"https://www.herocosmetics.us/pages/mighty-patch-original","reason":"Incomplete evidence","detail":"The accessible page did not expose a complete ingredient declaration or package quantity."},{"product":"Neutrogena Makeup Remover Micellar Wipes","sourceUrl":"https://www.neutrogena.com/products/skincare/makeup-remover-cleansing-towelettes/6805100.html","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"Biodance Bio-Collagen Real Deep Mask","sourceUrl":"https://biodance.com/products/biodance-bio-collagen-real-deep-mask","reason":"Unavailable evidence","detail":"The official page could not be retrieved during the frozen access window."},{"product":"eos Shea Better Vanilla Cashmere Body Lotion","sourceUrl":"https://evolutionofsmooth.com/products/shea-better-body-lotion-vanilla-cashmere","reason":"Unavailable evidence","detail":"The official page could not be retrieved during the frozen access window."},{"product":"CeraVe Hydrating Mineral Sunscreen SPF 30 Sheer Tint","sourceUrl":"https://www.cerave.com/sunscreen/face/hydrating-mineral-sunscreen-spf-30-face-sheer-tint","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Medicube Collagen Wrapping Mask","sourceUrl":"https://medicube.us/products/collagen-wrapping-mask","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Medicube PDRN Pink Collagen Volume Multi Balm","sourceUrl":"https://medicube.us/products/pdrn-pink-collagen-volume-multi-balm","reason":"Wrong destination","detail":"The product URL redirected to the Medicube homepage rather than exact-product evidence."},{"product":"Neutrogena Ultra Sheer Dry-Touch Sunscreen SPF 70","sourceUrl":"https://www.neutrogena.com/products/sun/ultra-sheer-dry-touch-sunscreen-broad-spectrum-spf-70/6868790.html","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"Biodance Collagen Peptide Eye Patches","sourceUrl":"https://biodance.com/products/collagen-peptide-eye-patches","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Medicube Zero Pore Capsule Cleansing Foam","sourceUrl":"https://medicube.us/products/zero-pore-capsule-cleansing-foam","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Biodance Collagen Peptides Jelly Serum Mist","sourceUrl":"https://biodance.com/products/collagen-peptides-jelly-serum-mist","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Paula’s Choice Skin Perfecting 2% BHA Liquid Exfoliant","sourceUrl":"https://www.paulaschoice.com/skin-perfecting-2pct-bha-liquid-exfoliant/201.html","reason":"Unavailable evidence","detail":"The official page could not be retrieved during the frozen access window."},{"product":"Hers Clear Waters Facial Cleanser","sourceUrl":"https://www.forhers.com/skin-care/clear-waters-facial-cleanser","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"Drunk Elephant B-Hydra Intensive Hydration Serum","sourceUrl":"https://www.drunkelephant.com/collections/serums/b-hydra-intensive-hydration-serum-999DE00000104.html","reason":"Wrong destination","detail":"The source URL resolved to a different product, so exact-variant evidence could not be established."},{"product":"Thayers Rose Petal Facial Toner","sourceUrl":"https://www.thayers.com/ROSE-PETAL-FACIAL-TONER/THY0001.html","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"La Roche-Posay Toleriane Double Repair Face Moisturizer","sourceUrl":"https://www.laroche-posay.us/our-products/face/face-moisturizer/toleriane-double-repair-face-moisturizer-3337875545846.html","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"SkinCeuticals C E Ferulic","sourceUrl":"https://www.skinceuticals.com/skincare/vitamin-c-serums/c-e-ferulic/S17.html","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"Tula 24-7 Moisture Hydrating Day & Night Cream","sourceUrl":"https://www.tula.com/products/24-7-moisture-hydrating-day-night-cream","reason":"Unavailable evidence","detail":"The linked official product page returned HTTP 404."},{"product":"Supergoop Unseen Sunscreen SPF 50","sourceUrl":"https://supergoop.com/products/unseen-sunscreen","reason":"Unavailable evidence","detail":"The official page returned HTTP 503 during the frozen access window."},{"product":"La Roche-Posay Anthelios Sunscreen SPF 50","sourceUrl":"https://www.laroche-posay.us/our-products/sun/anthelios-sunscreen","reason":"Unavailable evidence","detail":"The official page returned HTTP 403 during the frozen access window."},{"product":"L’Occitane Almond Shower Oil","sourceUrl":"https://www.loccitane.com/en-us/almond-shower-oil-29HD250A26.html","reason":"Unavailable evidence","detail":"The official page could not be retrieved during the frozen access window."},{"product":"Jergens Natural Glow Daily Moisturizer","sourceUrl":"https://www.jergens.com/en-us/products/natural-glow/daily-moisturizer/","reason":"Incomplete evidence","detail":"The accessible page exposed ingredient and direction headings without the complete underlying evidence."},{"product":"Coco & Eve Sunny Honey Self Tanner Foam Kit","sourceUrl":"https://www.cocoandeve.com/products/sunny-honey-bali-bronzing-self-tan-set","reason":"Unavailable evidence","detail":"The official page returned HTTP 500 during the frozen access window."}],"rows":[{"brand":"Medicube","product":"Zero Pore Pad 2.0","category":"Exfoliating toner pads","sourceUrl":"https://medicube.us/products/zero-pore-pad-1","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":1,"claims":1,"evidenceNote":"Exact count and volume, full INCI list, dual-sided directions, and eye/freshly-shaved-skin limits were visible. Test claims named timing but not enough study detail for full claim clarity.","total":8,"band":"Decision-ready"},{"brand":"The Ordinary","product":"Glycolic Acid 7% Exfoliating Toner","category":"Exfoliating toner","sourceUrl":"https://theordinary.com/en-us/glycolic-acid-7-exfoliating-toner-100418.html","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"Variant sizes, full INCI, face and scalp directions, rinse status, frequency limits, irritation response, patch testing, and sunburn alert were disclosed together.","total":10,"band":"Highly transparent"},{"brand":"Blue Lizard","product":"Sensitive Mineral SPF 50 Sunscreen Lotion","category":"Mineral sunscreen lotion","sourceUrl":"https://bluelizardsunscreen.com/products/sensitive-mineral-sunscreen-lotion-spf-50","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"Sizes, active and inactive ingredients, application timing, water-resistance interval, reapplication, child-use limit, storage, and regulated SPF claim context were visible.","total":10,"band":"Highly transparent"},{"brand":"Medicube","product":"PDRN Pink Collagen Jelly Gel Mask","category":"Hydrogel mask","sourceUrl":"https://medicube.us/products/pdrn-pink-collagen-gel-mask","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Exact mask identity, full ingredients, and practical wear directions were visible. Numerous percentage claims were shown, but the visible evidence lacked enough sample and protocol detail for full claim clarity.","total":7,"band":"Decision-ready"},{"brand":"The Ordinary","product":"Hyaluronic Acid 2% + B5 with Ceramides","category":"Hydrating serum","sourceUrl":"https://theordinary.com/en-us/hyaluronic-acid-2-b5-serum-original-formulation-100425.html","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"Sizes, full INCI, amount, area, AM/PM timing, irritation response, unbroken-skin limit, patch-test protocol, and quantified study context were visible.","total":10,"band":"Highly transparent"},{"brand":"CeraVe","product":"Moisturizing Cream","category":"Face and body moisturizer","sourceUrl":"https://www.cerave.com/skincare/moisturizers/moisturizing-cream","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Purpose, full ingredients, application area, timing, and routine order were clear. A purchase quantity was not visible in the reviewed page text, and clinical language lacked a visible study summary.","total":6,"band":"Partially clear"},{"brand":"The Ordinary","product":"Niacinamide 10% + Zinc 1%","category":"Treatment serum","sourceUrl":"https://theordinary.com/en-us/niacinamide-10-zinc-1-serum-100436.html","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"Sizes, full INCI, amount, area, AM/PM timing, irritation and patch-test limits, plus participant count, cadence, and study duration for key claims were visible.","total":10,"band":"Highly transparent"},{"brand":"Medicube","product":"PDRN Pink Peptide Serum","category":"Hydrating serum","sourceUrl":"https://medicube.us/products/pdrn-pink-collagen-glow-jelly-serum","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and three-step application directions were clear. Quantity was not visible in the reviewed text, and clinical percentages named a testing institute but omitted sample and protocol detail.","total":6,"band":"Partially clear"},{"brand":"CeraVe","product":"Daily Moisturizing Lotion","category":"Face and body moisturizer","sourceUrl":"https://www.cerave.com/skincare/moisturizers/daily-moisturizing-lotion","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Purpose, full ingredients, area, cadence, and routine order were clear. Purchase quantity and claim-study details were not visible in the reviewed text.","total":6,"band":"Partially clear"},{"brand":"CeraVe","product":"Hydrating Facial Cleanser","category":"Facial cleanser","sourceUrl":"https://www.cerave.com/skincare/cleansers/hydrating-facial-cleanser","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and step-by-step wet, lather, massage, rinse, dry, and follow-up directions were clear. Quantity and specific claim-study detail were not visible.","total":6,"band":"Partially clear"},{"brand":"Medicube","product":"Collagen Jelly Cream","category":"Gel moisturizer","sourceUrl":"https://medicube.us/products/subscr-collagen-niacinamide-jelly-cream","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":1,"claims":1,"evidenceNote":"Size, full ingredients, AM/PM amount, routine position, and eye/mouth and high-stimulation pairing limits were visible. Claim percentages lacked enough study detail for full clarity.","total":8,"band":"Decision-ready"},{"brand":"Blue Lizard","product":"Kids Mineral SPF 50 Sunscreen Stick","category":"Mineral sunscreen stick","sourceUrl":"https://dailymed.nlm.nih.gov/dailymed/lookup.cfm?setid=9983563c-1e63-0748-e053-2a95a90a971e","sourceType":"DailyMed label record","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"The official label record disclosed package quantity, responsible-party contact, active and inactive ingredients, complete sunscreen directions, warnings, storage, and regulated claim boundaries.","total":10,"band":"Highly transparent"},{"brand":"CeraVe","product":"PM Facial Moisturizing Lotion","category":"Night moisturizer","sourceUrl":"https://www.cerave.com/skincare/moisturizers/pm-facial-moisturizing-lotion","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and night-only face/neck placement were clear. Quantity, use-limit language, and study context for benefits were not visible in the reviewed text.","total":6,"band":"Partially clear"},{"brand":"Medicube","product":"Deep Vitamin C Capsule Cream","category":"Vitamin C moisturizer","sourceUrl":"https://medicube.us/products/deep-vita-c-capsule-cream","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Size, full ingredients, formula-mixing and routine directions were visible. Clinical percentages and a low-irritation statement lacked enough visible sample and protocol detail for full claim clarity.","total":7,"band":"Decision-ready"},{"brand":"Medicube","product":"Triple Collagen Cream","category":"Face moisturizer","sourceUrl":"https://medicube.us/products/subscr-triple-collagen-cream","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":2,"evidenceNote":"Size, full ingredients, final-step directions, and clinical claim timing, dates, institute, and 21-user sample were visible. No practical caution block was found.","total":8,"band":"Decision-ready"},{"brand":"The Ordinary","product":"Azelaic Acid Suspension 10%","category":"Azelaic treatment","sourceUrl":"https://theordinary.com/en-us/azelaic-acid-suspension-10-exfoliator-100407.html","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":2,"claims":2,"evidenceNote":"Sizes, full INCI, amount, area, AM/PM timing, eye and mouth limits, daytime sun protection, irritation response, patch testing, and quantified claim context were visible.","total":10,"band":"Highly transparent"},{"brand":"Medicube","product":"Zero Foam Cleanser","category":"Facial cleanser","sourceUrl":"https://medicube.us/products/zero-foam-cleanser","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and rinse-off cleansing directions were visible. Quantity and sufficient protocol detail for microdust and sensitive-skin claims were not visible in the reviewed text.","total":6,"band":"Partially clear"},{"brand":"CeraVe","product":"Skin Renewing Night Cream","category":"Night moisturizer","sourceUrl":"https://www.cerave.com/skincare/moisturizers/skin-renewing-night-cream","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients, face placement, amount, absorption, and bedtime cadence were clear. Quantity and study detail supporting benefit claims were not visible.","total":6,"band":"Partially clear"},{"brand":"First Aid Beauty","product":"Ultra Repair Cream","category":"Face and body moisturizer","sourceUrl":"https://www.firstaidbeauty.com/products/ultra-repair-cream-intense-hydration","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":2,"evidenceNote":"Sizes, full ingredients, head-to-toe frequency, and separate consumer and clinical claim sample sizes and periods were visible. No practical caution block was found.","total":8,"band":"Decision-ready"},{"brand":"SK-II","product":"Facial Treatment Essence","category":"Facial essence","sourceUrl":"https://www.sk-ii.com/products/facial-treatment-essence","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Sizes, seven-ingredient formula, amount, patting time, face/neck area, twice-daily cadence, and routine order were clear. Transformation language lacked visible study context.","total":7,"band":"Decision-ready"},{"brand":"Derma E","product":"Hydrating Gentle Cleanser","category":"Facial cleanser","sourceUrl":"https://dermae.com/products/hydrating-gentle-cleanser","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and damp-skin, face/neck, rinse, and AM/PM directions were visible. Quantity and specific substantiation for broad gentle/hydrating claims were not visible.","total":6,"band":"Partially clear"},{"brand":"Farmacy","product":"Green Clean Makeup Meltaway Cleansing Balm","category":"Cleansing balm","sourceUrl":"https://www.farmacybeauty.com/products/green-clean-cleansing-balm","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":1,"claims":2,"evidenceNote":"Sizes, full ingredients, dry-skin use, closed-eye handling, emulsification, rinse/wipe options, jar-water limit, routine order, and study context were visible.","total":9,"band":"Highly transparent"},{"brand":"COSRX","product":"Advanced Snail 96 Mucin Power Essence","category":"Facial essence","sourceUrl":"https://www.cosrx.com/products/advanced-snail-96-mucin-power-essence","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":2,"evidenceNote":"Sizes, full ingredients, routine sequence, expiration, allergen statement, laboratory, dates, participant count, and quantified cosmetic endpoints were visible.","total":8,"band":"Decision-ready"},{"brand":"Laneige","product":"Cream Skin Cerapeptide Toner and Moisturizer","category":"Toner and moisturizer","sourceUrl":"https://us.laneige.com/products/cream-skin-toner-moisturizer","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":0,"claims":2,"evidenceNote":"Multiple sizes, full ingredients, pat/spray and layering directions, plus clinical and self-assessment durations, sample sizes, ages, and endpoints were visible.","total":8,"band":"Decision-ready"},{"brand":"Farmacy","product":"Honey Halo Ultra-Hydrating Ceramide Moisturizer","category":"Face moisturizer","sourceUrl":"https://www.farmacybeauty.com/products/honey-halo-ceramide-moisturizer","sourceType":"Official US product page","identity":2,"ingredients":2,"directions":2,"cautions":1,"claims":2,"evidenceNote":"Sizes, full ingredients, AM/PM placement, eye-contact limit, layering order, and instrumented claim context were visible.","total":9,"band":"Highly transparent"},{"brand":"Avène","product":"Cicalfate+ Restorative Protective Cream","category":"Restorative cream","sourceUrl":"https://www.aveneusa.com/cicalfateplus-restorative-protective-cream","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":1,"cautions":0,"claims":2,"evidenceNote":"Full ingredients and detailed study footnotes were visible. The reviewed page did not expose a purchase quantity, and directions gave cadence and skin state but not a specific application area or amount.","total":6,"band":"Partially clear"},{"brand":"CeraVe","product":"Foaming Facial Cleanser","category":"Facial cleanser","sourceUrl":"https://www.cerave.com/skincare/cleansers/foaming-facial-cleanser","sourceType":"Official US product page","identity":1,"ingredients":2,"directions":2,"cautions":0,"claims":1,"evidenceNote":"Full ingredients and clear wet, lather, face-massage, rinse, and follow-up directions were visible. Quantity and study detail for broad cleansing and barrier claims were not visible.","total":6,"band":"Partially clear"}]}