{
  "name": "SexpertAI Label Transparency Index",
  "url": "https://sexpertai.com/products/transparency",
  "license": "Reuse with attribution to SexpertAI and a link to the page above.",
  "method": {
    "note": "Counts are derived from ingredient labels captured from a named source URL on a named date. Osmolality is never computed — it is quoted where a maker publishes it.",
    "osmolalityTargetMosmKg": 380,
    "osmolalityUpperToleranceMosmKg": 1200,
    "rangesReadAt": "ceiling",
    "claimsNote": "A maker who says iso-osmotic or pH balanced without a number is recorded as a claim, counted separately, and never counted as disclosure.",
    "phAndOsmolalityCountedFor": "water-borne formulas only"
  },
  "dateModified": "2026-09-13",
  "summary": {
    "total": 35,
    "waterBorne": 25,
    "labelPublished": 33,
    "labelNotPublished": 2,
    "labelOnMakerSite": 12,
    "fullyReadableLabels": 5,
    "publishesPh": 4,
    "publishesOsmolality": 3,
    "phClaimOnly": 4,
    "osmolalityClaimOnly": 3,
    "osmolalityAddressed": 6,
    "osmolalityWithinTarget": 0,
    "osmolalityAboveTarget": 3,
    "osmolalityAboveUpperTolerance": 0,
    "sourcesDisagree": 7,
    "fullDisclosure": 11,
    "noDisclosure": 2
  },
  "findings": [
    {
      "id": "osmolality-gap",
      "headline": "3 of 25 water-borne products publish an osmolality figure."
    },
    {
      "id": "claims-without-figures",
      "headline": "3 more products call themselves iso-osmotic or body-matched without publishing a figure."
    },
    {
      "id": "ph-gap",
      "headline": "4 of 25 publish a pH figure."
    },
    {
      "id": "no-label",
      "headline": "2 of 35 products publish no full ingredient list at all."
    },
    {
      "id": "maker-site",
      "headline": "12 of 35 labels were readable on the maker's own site."
    },
    {
      "id": "conflicts",
      "headline": "7 products have two current sources that disagree about what is in them."
    },
    {
      "id": "readability",
      "headline": "5 of 33 published labels are fully recognised by the ingredient engine."
    },
    {
      "id": "who-comparison",
      "headline": "Of the 3 published figures, 3 sit above the 380 mOsm/kg WHO reference point."
    }
  ],
  "products": [
    {
      "id": "yes-vm",
      "title": "AH! YES VM Vaginal Moisturiser",
      "brand": "AH! YES",
      "form": "vaginal-moisturizer",
      "page": "https://sexpertai.com/products/yes-vm",
      "sourceUrl": "https://www.yesyesyes.org/products/yes-vm-natural-vaginal-moisturiser",
      "sourceType": "manufacturer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": "Osmolality is explained at length and the formula is stated to match vaginal tissue, but no figure is published.",
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "claimed-unquantified",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "yes-wb",
      "title": "AH! YES WB Water-Based",
      "brand": "AH! YES",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/yes-wb",
      "sourceUrl": "https://asyoulikeitshop.com/products/ah-yes-organic-water-based-lube",
      "sourceType": "retailer",
      "capturedOn": "2026-09-12",
      "lastVerified": "2026-09-12",
      "waterBorne": true,
      "baseEvidence": "declared",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": "Stated pH matched to the vagina, with no figure published.",
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": "Stated iso-osmotic, with no figure published.",
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "claimed-unquantified",
      "sourcesDisagree": true,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "aloe-cadabra-natural",
      "title": "Aloe Cadabra Natural Aloe (Unscented)",
      "brand": "Aloe Cadabra",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/aloe-cadabra-natural",
      "sourceUrl": "https://aloecadabra.com/products/egdac-2-5oz-ea",
      "sourceType": "manufacturer",
      "capturedOn": "2026-09-12",
      "lastVerified": "2026-09-12",
      "waterBorne": true,
      "baseEvidence": "declared",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "astroglide-liquid",
      "title": "Astroglide Liquid (Original)",
      "brand": "Astroglide",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/astroglide-liquid",
      "sourceUrl": "https://www.cvs.com/shop/ingredients/astroglide-liquid-lubricant-12-oz-prodid-658859",
      "sourceType": "retailer",
      "capturedOn": "2026-09-12",
      "lastVerified": "2026-09-12",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "astroglide-ultra-gentle-gel",
      "title": "Astroglide Ultra Gentle Gel",
      "brand": "Astroglide",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/astroglide-ultra-gentle-gel",
      "sourceUrl": "https://skinsort.com/products/astroglide/ultra-gentle-gel-personal-lubricant",
      "sourceType": "aggregator",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "astroglide-gel",
      "title": "Astroglide Water-Based Gel",
      "brand": "Astroglide",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/astroglide-gel",
      "sourceUrl": "https://skinsort.com/products/astroglide/water-based-gel-personal-lubricant",
      "sourceType": "aggregator",
      "capturedOn": "2026-09-12",
      "lastVerified": "2026-09-12",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "astroglide-x-silicone-gel",
      "title": "Astroglide X Premium Silicone Gel",
      "brand": "Astroglide",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/astroglide-x-silicone-gel",
      "sourceUrl": "https://giantfood.com/groceries/health-beauty/sexual-wellness/personal-lubricants/astroglide-x-premium-silicone-gel-personal-lubricant-3-oz-btl.html",
      "sourceType": "retailer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": false,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-applicable",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients"
      ]
    },
    {
      "id": "astroglide-x-silicone-liquid",
      "title": "Astroglide X Premium Silicone Liquid",
      "brand": "Astroglide",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/astroglide-x-silicone-liquid",
      "sourceUrl": "https://shop.lowesfoods.com/products/astroglide-x-premium-silicone-liquid/35017",
      "sourceType": "retailer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": false,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "full",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-applicable",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients"
      ]
    },
    {
      "id": "revaree",
      "title": "Bonafide Revaree",
      "brand": "Bonafide",
      "form": "vaginal-moisturizer",
      "page": "https://sexpertai.com/products/revaree",
      "sourceUrl": "https://hellobonafide.com/products/revaree",
      "sourceType": "manufacturer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": false,
      "baseEvidence": "none",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "undetermined",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients"
      ]
    },
    {
      "id": "conceive-plus",
      "title": "Conceive Plus Fertility Lubricant",
      "brand": "Conceive Plus",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/conceive-plus",
      "sourceUrl": "https://twoplusfertility.com/products/conceiveplus-fertility-lubricant",
      "sourceType": "retailer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "durex-real-feel",
      "title": "Durex Real Feel",
      "brand": "Durex",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/durex-real-feel",
      "sourceUrl": "https://www.skinsafeproducts.com/durex-real-feel-intimate-pleasure-gel-and-personal-lubricant-1-7-ounce",
      "sourceType": "aggregator",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": false,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "full",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-applicable",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients"
      ]
    },
    {
      "id": "good-clean-love-almost-naked",
      "title": "Good Clean Love Almost Naked",
      "brand": "Good Clean Love",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/good-clean-love-almost-naked",
      "sourceUrl": "https://purepharmacy.com/en-us/products/almost-naked-c-organic-personal-lubricant",
      "sourceType": "retailer",
      "capturedOn": "2026-09-12",
      "lastVerified": "2026-09-12",
      "waterBorne": true,
      "baseEvidence": "declared",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": "4.1–4.5",
      "unquantifiedPhClaim": null,
      "publishedOsmolality": "250–400 mOsmol/kg",
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": 400,
      "osmolalityBand": "above-target",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients",
        "ph",
        "osmolality"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "good-clean-love-bionude",
      "title": "Good Clean Love BioNude Ultra Sensitive",
      "brand": "Good Clean Love",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/good-clean-love-bionude",
      "sourceUrl": "https://goodcleanlove.com/products/bionude-ultra-sensitive-personal-lubricant-2-pack",
      "sourceType": "manufacturer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": "3.9–4.3",
      "unquantifiedPhClaim": null,
      "publishedOsmolality": "250–400 mOsm/kg",
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": 400,
      "osmolalityBand": "above-target",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients",
        "ph",
        "osmolality"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "good-clean-love-liquid",
      "title": "Good Clean Love Liquid with Hyaluronic Acid",
      "brand": "Good Clean Love",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/good-clean-love-liquid",
      "sourceUrl": "https://cmtmedical.com/product/good-clean-love-liquid-water-based-personal-lubricant/",
      "sourceType": "retailer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": "Described as iso-osmotic and gentle on vaginal tissue, with no figure given.",
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "claimed-unquantified",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "good-clean-love-restore",
      "title": "Good Clean Love Restore Moisturizing Vaginal Gel",
      "brand": "Good Clean Love",
      "form": "vaginal-moisturizer",
      "page": "https://sexpertai.com/products/good-clean-love-restore",
      "sourceUrl": "https://goodcleanlove.com/products/restore%C2%AE-moisturizing-vaginal-gel-products",
      "sourceType": "manufacturer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "declared",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": "3.7–4.1",
      "unquantifiedPhClaim": null,
      "publishedOsmolality": "250–400 mOsm/kg",
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": 400,
      "osmolalityBand": "above-target",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients",
        "ph",
        "osmolality"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "hyalo-gyn",
      "title": "Hyalo Gyn Hydrating Gel",
      "brand": "Hyalo Gyn",
      "form": "vaginal-moisturizer",
      "page": "https://sexpertai.com/products/hyalo-gyn",
      "sourceUrl": "https://hyalogyn.com/",
      "sourceType": "manufacturer",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": false,
      "baseEvidence": "none",
      "labelPublished": false,
      "labelReadability": "none",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "undetermined",
      "sourcesDisagree": false,
      "discloses": [],
      "applicable": [
        "ingredients"
      ]
    },
    {
      "id": "ky-jelly",
      "title": "K-Y Jelly",
      "brand": "K-Y",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/ky-jelly",
      "sourceUrl": "https://www.skinsafeproducts.com/k-y-jelly-personal-water-based-lubricant-4-ounce",
      "sourceType": "aggregator",
      "capturedOn": "2026-08-14",
      "lastVerified": "2026-08-14",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "ky-liquibeads",
      "title": "K-Y Liquibeads Vaginal Moisturizer",
      "brand": "K-Y",
      "form": "vaginal-moisturizer",
      "page": "https://sexpertai.com/products/ky-liquibeads",
      "sourceUrl": "https://www.cvs.com/shop/ingredients/k-y-liquibeads-vaginal-moisturizer-6-ct-prodid-1011257",
      "sourceType": "retailer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": true,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "ky-ultragel",
      "title": "K-Y Ultragel",
      "brand": "K-Y",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/ky-ultragel",
      "sourceUrl": "https://giantfood.com/groceries/health-beauty/sexual-wellness/personal-lubricants/k-y-ultragel-premium-water-based-personal-lubricant-45-oz-pkg.html",
      "sourceType": "retailer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": "Marketed as pH-friendly and pH-balanced, with no figure published.",
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "lube-life-water-based",
      "title": "Lube Life Water-Based Personal Lubricant",
      "brand": "Lube Life",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/lube-life-water-based",
      "sourceUrl": "https://www.ripnroll.com/products/lube-life-personal-water-based-lubricant",
      "sourceType": "retailer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": null,
      "publishedOsmolality": null,
      "unquantifiedOsmolalityClaim": null,
      "osmolalityCeilingMosmKg": null,
      "osmolalityBand": "not-published",
      "sourcesDisagree": false,
      "discloses": [
        "ingredients"
      ],
      "applicable": [
        "ingredients",
        "ph",
        "osmolality"
      ]
    },
    {
      "id": "luvena-enhanced-lubricant",
      "title": "Luvena Enhanced Personal Lubricant",
      "brand": "Luvena",
      "form": "lubricant",
      "page": "https://sexpertai.com/products/luvena-enhanced-lubricant",
      "sourceUrl": "https://luvenacare.com/products/luvena-enhanced-personal-lubricant",
      "sourceType": "manufacturer",
      "capturedOn": "2026-09-13",
      "lastVerified": "2026-09-13",
      "waterBorne": true,
      "baseEvidence": "label",
      "labelPublished": true,
      "labelReadability": "partial",
      "publishedPh": null,
      "unquantifiedPhClaim": "Marketed as pH balanced, with no figure published.",
      "publishedOsmolality": null,
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    },
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    },
    {
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