{"uid":"cap_xgMPk3D3potSOfHeiSpjG","slug":"glowpulse-marketing-claims-greenwashing-detector-c6ee5bc3","name":"GlowPulse Marketing Claims & Greenwashing Detector","description":"What does \"clean beauty\" actually mean? Greenwashing and marketing-claim detector for skincare — legal meaning of \"clean,\" \"non-toxic,\" \"dermatologist-tested,\" and \"hypoallergenic,\" whether the ingredient list actually supports the claim, and greenwashing risk level.","url":"https://glowpulse-nine.vercel.app/api/glow/claims-check","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"lang":{"type":"string","description":"en | ko | ja | de | fr | es | pt (optional)"},"claims":{"type":"string","description":"required — comma-separated marketing claims"},"product_name":{"type":"string","description":"optional — improves ingredient-support analysis"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"errors":{"type":"object","description":"Documented error responses, keyed by HTTP status code","additionalProperties":{"type":"object","required":["description"],"properties":{"example":{"type":"object"},"description":{"type":"string"}}}},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"claims_analyzed":[{"claim":"clean","legal_meaning":"no standardized legal definition","greenwashing_risk":"medium"}]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.12","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.12/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.12","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.12","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_kiHE-_8Vr3Ky5ePb-P43k","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.12","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes skincare product marketing claims (e.g. 'clean,' 'non-toxic,' 'hypoallergenic') for legal meaning, ingredient-list support, and greenwashing risk level.","exampleAgentPrompt":"Can you check whether the claim 'clean' on this CeraVe moisturizer is legally meaningful and whether the ingredient list actually supports it — and tell me the greenwashing risk level?","exampleUseCases":[{"title":"Greenwashing check for 'non-toxic' label","prompt":"This serum says it's 'non-toxic' and 'free from harmful chemicals' — can you check what those claims actually mean legally and whether the ingredient list backs them up, and give me a greenwashing risk rating?"},{"title":"Decoding 'hypoallergenic' on sensitive-skin cream","prompt":"I'm buying a cream labeled 'hypoallergenic' for my sensitive skin — is that term legally regulated, and does it actually mean anything? Flag it if it's greenwashing."},{"title":"Vetting 'dermatologist-tested' before purchase","prompt":"Before I buy this sunscreen, can you tell me what 'dermatologist-tested' legally means and whether it's a real safety signal or just a marketing tactic — plus the greenwashing risk?"}],"resultDescription":"Returns a JSON array of claims_analyzed, where each entry includes the marketing claim text, its legal meaning (or lack thereof), whether the ingredient list supports the claim, and a greenwashing risk level (e.g. low, medium, high).","failureModes":["Claim text is too vague or ambiguous to map to a known regulatory category","Ingredient list not provided when needed to assess claim support","Unrecognized or proprietary marketing term with no regulatory precedent","Network or upstream service timeout returning a 5xx error","Missing required query parameters returning a 400 error"],"whenToPreferThis":"Choose this endpoint when a user wants to fact-check specific marketing language on a skincare label — particularly terms like 'clean,' 'non-toxic,' 'natural,' 'hypoallergenic,' or 'dermatologist-tested.' It is distinct from ingredient safety checks (which evaluate individual INCI names) or routine builders; this endpoint focuses specifically on the truthfulness and regulatory status of label claims and greenwashing risk.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:30:40.811Z","isFirstParty":false}