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ScentPulse Blind-Buy Risk Score
x402
ScentPulse Blind-Buy Risk Score is a paid API for AI agents from scentpulse-xi.vercel.app, paid per call via x402, $0.12/call, status unknown (last checked 2026-09-14).
Returns a composite blind-buy risk score for a fragrance, synthesizing polarizing-note flags, review-sentiment spread, batch variation, 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 (likely numeric or tiered) for the requested fragrance, accompanied by a breakdown of contributing factors: polarizing-note flags indicating potentially divisive ingredients, review-sentiment spread showing how polarized community opinion is, batch-variation and reformulation history alerts, discontinuation risk signal, counterfeit prevalence rating, and price exposure context helping the buyer weigh financial risk against the score.
Example use cases
Expensive blind buy decision
“I'm about to spend $320 on a bottle of Tom Ford Tobacco Vanille without ever smelling it — can you pull the blind-buy risk score and tell me if there are any polarizing notes, reformulation concerns, or counterfeit problems I should know about?”
Gift purchase risk check
“I want to buy my partner a bottle of Maison Margiela Replica Jazz Club as a surprise gift, so there's no sampling option — what's the blind-buy risk on that one, and is the price exposure worth it?”
New release evaluation
“There's a new Parfums de Marly release I'm eyeing but it's only available online with no testers near me — can you run a blind-buy risk assessment on Parfums de Marly Layton and flag any sentiment spread or batch variation issues?”
Technical details
Endpoint
GEThttps://scentpulse-xi.vercel.app/api/scent/blind-buy-riskWhen to prefer
Use this endpoint when a user is considering purchasing a fragrance they have never smelled and wants an objective, multi-factor risk assessment before committing money. It is ideal when the user mentions blind buying, no access to testers, online-only purchase, or concern about reformulation, counterfeits, or polarizing notes. Prefer this over general fragrance lookups (note-profile, dupe-finder) when the primary concern is purchase risk rather than fragrance discovery or finding alternatives.
Side effects
- Unknown or obscure fragrance not in the database — may return no results or low-confidence score
- Ambiguous fragrance name (e.g. house name only, no specific scent) — may require more specific input
- Fragrance too new to have sufficient review or reformulation data — score may be low-confidence
- Payment failure via x402 protocol — request not processed
- Rate limiting or server error from Vercel-hosted endpoint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"fragrance": "Fahrenheit",
"risk_band": "moderate",
"risk_score": 55
}
}Tags
x402
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