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ESGPulse Cocoa Child Labor & Brand Ethics Check
x402
ESGPulse Cocoa Child Labor & Brand Ethics Check is a paid API for AI agents from esgpulse.vercel.app, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).
Returns child labor litigation status, Fairtrade/Rainforest Alliance certification, and EU Deforestation Regulation exposure for a given chocolate brand based on live cocoa sourcing intelligence.
Price / call$0.15
Success—
StatusUnknown
How this service works
ESGPulse delivers real-time ESG intelligence: CSRD compliance roadmaps, EU Taxonomy alignment checks, supply chain due diligence, emissions analysis, greenwashing risk, and more. x402 micropayment API.
Output
Returns a JSON object with the brand name, a verdict rating (e.g. 'certified-and-clear'), a litigation status block indicating whether the brand is named in active child labor cases like Coubaly v. Nestlé/Cargill/Mars/Hershey/Mondelez/Barry Callebaut/Olam, a list of certification statuses (Fairtrade, Rainforest Alliance) with certifier names, and an EU Deforestation Regulation (EUDR) relevance flag.
Example use cases
Screening chocolate brands for ESG portfolio
“I'm evaluating Hershey and Mondelez for an ESG-focused investment fund — can you check their cocoa child labor litigation status, any active lawsuits like Coubaly v. Nestlé, their certifications, and EU deforestation regulation exposure?”
Retailer supplier due diligence
“We're about to stock a new chocolate brand called Green & Black's — can you run an ethics check on their cocoa sourcing, including whether they're certified Fairtrade or Rainforest Alliance and whether they're exposed to any child labor litigation?”
Consumer app ethical purchase check
“I'm at the store and want to buy some chocolate — is Lindt ethically sourced? I want to know if they're in any child labor lawsuits and whether they have any sustainability certifications on their cocoa.”
Technical details
Endpoint
GEThttps://esgpulse.vercel.app/api/esg/cocoaWhen to prefer
Use this endpoint when you need focused, structured intelligence on chocolate and cocoa brands specifically — covering the Coubaly child labor litigation defendants, Fairtrade/Rainforest Alliance certification status, and EUDR compliance exposure. Prefer this over a generic ESG score endpoint when the user's question is specifically about cocoa sourcing ethics, child labor risk in chocolate supply chains, or EU deforestation compliance for a chocolate brand.
Side effects
- Unknown or unrecognized brand name returns no match or empty verdict
- Brand name ambiguity (e.g. generic name shared by multiple companies) may return incorrect entity
- Data may lag behind very recent litigation filings or certification changes
- EUDR exposure assessment may be incomplete for small or private-label brands
- HTTP 402 if payment is not provided via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"brand": "Example Chocolate Co",
"verdict": {
"rating": "certified-and-clear"
},
"litigation_status": {
"named_in_active_cases": false
},
"certification_status": [
{
"status": "certified",
"certifier": "Fairtrade"
}
],
"deforestation_regulation_exposure": {
"eudr_relevant": true
}
}
}Tags
x402
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