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ScentPulse Blind-Buy Risk Score
x402
ScentPulse Blind-Buy Risk Score is a paid API for AI agents from scentpulse.theaslangroupllc.com, paid per call via x402, $0.12/call, status unknown (last checked 2026-10-28).
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.
Price / call$0.12
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Pre-purchase risk check for gift buying
“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.”
Comparing safety across similar fragrances
“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?”
Assessing limited edition fragrance investment
“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?”
Technical details
Endpoint
GEThttps://scentpulse.theaslangroupllc.com/api/scent/blind-buy-risk?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"errors": {
"400": {
"example": {
"error": "invalid request"
},
"description": "Invalid or missing parameter(s). Returned before the payment gate on paid requests, so a malformed call is never charged. JSON body: { error: <what is wrong and how to fix it> } plus usage hints."
},
"402": {
"description": "Payment required — x402 v2 challenge; the accepts array lists scheme, network, and amount. Retry the same request with a PAYMENT-SIGNATURE (v2) or X-PAYMENT (v1) header. Verification is free."
},
"500": {
"example": {
"error": "upstream_failed"
},
"description": "Unexpected server error. If a payment settled without a usable result, contact info@theaslangroupllc.com with the settlement tx hash for a re-run or credit."
}
},
"example": {
"fragrance": "Fahrenheit",
"risk_band": "moderate",
"risk_score": 55
}
}Tags
x402
Reviews
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