{"uid":"cap_1VO5IVs5DnQRHG1sz5sed","slug":"scentpulse-blind-buy-risk-score-d3aa281a","name":"ScentPulse Blind-Buy Risk Score","description":"Blind-buy risk score for a fragrance you have not sniffed — composite score from polarizing-note flags, review-sentiment spread, batch-variation and reformulation history, discontinuation risk, and counterfeit prevalence, with price exposure context.","url":"https://scentpulse.theaslangroupllc.com/api/scent/blind-buy-risk","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 | de | fr | es | ar | ja | ko | zh | pt"},"brand":{"type":"string","description":"Dior | YSL | Creed (optional)"},"fragrance":{"type":"string","description":"Fahrenheit | Kouros | Original Santal (required — fragrance to assess)"},"price_paid_usd":{"type":"string","description":"optional — how much you paid, to frame price exposure"}}}},"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":{"fragrance":"Fahrenheit","risk_band":"moderate","risk_score":55}},"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_VL7JNB2j-r5TPuErlLpCU","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":"Returns a composite blind-buy risk score for a fragrance, combining polarizing-note flags, review-sentiment spread, reformulation history, discontinuation risk, counterfeit prevalence, and price exposure context.","exampleAgentPrompt":"What's the blind-buy risk score for Dior Sauvage Eau de Parfum? I'm thinking of ordering a bottle for around $120 without smelling it first — give me the full breakdown including any reformulation flags, counterfeit risk, and how polarizing the reviews are.","exampleUseCases":[{"title":"Pre-purchase risk check for gift buying","prompt":"I want to buy my partner a high-end fragrance as a gift, but I've never smelled it and can't test it before ordering. Can you run the blind-buy risk analysis on Chanel No. 5 Eau de Parfum? I need to know if it's a safe bet or if there are major reformulation issues, counterfeit concerns, or if reviewers are really divided on it."},{"title":"Comparing safety across similar fragrances","prompt":"I'm torn between three designer fragrances I've never tried: Creed Aventus, Tom Ford Black Orchid, and Yves Saint Laurent La Nuit de l'Homme. Can you give me the blind-buy risk scores for all three so I can see which one is safest to order online without testing?"},{"title":"Assessing limited edition fragrance investment","prompt":"There's a limited-edition fragrance I found online that I'm interested in, but it's pretty pricey and I can't smell it anywhere near me. What's the blind-buy risk score, and should I be worried about discontinuation, reformulation history, or counterfeits at this price point?"}],"resultDescription":"A composite blind-buy risk score with sub-scores and flags covering: polarizing note analysis, review-sentiment spread (how divisive opinions are), batch-variation and reformulation history, discontinuation risk signal, counterfeit prevalence rating, and price-exposure context relative to the risk level.","failureModes":["Fragrance not found in database — returns 404 or empty result for obscure niche or indie house releases","Ambiguous fragrance name with multiple matching entries — may require house/concentration disambiguation","Insufficient review data for very new releases — sentiment spread score may be low-confidence","Price exposure context unavailable if price parameter not supplied","Counterfeit prevalence data may lag for newly counterfeited releases"],"whenToPreferThis":"Use this endpoint when a user is considering purchasing a fragrance online without the ability to test it in person and wants a data-driven risk assessment before committing money. Prefer this over generic review aggregators when you need a single actionable risk score that synthesizes reformulation history, discontinuation signals, counterfeit risk, and sentiment polarization into one composite output with price context.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T00:43:32.663Z","isFirstParty":false}