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Disruption Intelligence Ripple API – Company Intel by Event
x402
Disruption Intelligence Ripple API – Company Intel by Event is a paid API for AI agents from disruption.forgemesh.io, paid per call via x402, $0.03/call, status unknown (last checked 2026-09-14).
Returns downstream business impact intelligence for a specific disruption event, including affected company details, sector impacts, and industry classification based on WARN filings and labor signals.
Price / call$0.03
Success—
StatusUnknown
How this service works
Paid layoff risk and WARN filing intelligence via x402. Company risk scores, ripple effects, and geographic disruption data.
Output
A JSON object containing: the company profile for the disrupting entity, a list of affected business sector impacts with confidence ratings and impact paths (e.g. suppliers, tooling, maintenance vendors), industry classification with NAICS sector code, confidence level and inference method, a list of affected geographic locations, and any known company aliases. The 'intel' field may contain additional enriched company intelligence when available.
Example use cases
Example prompt
“Look up the downstream company and sector impacts for disruption event ID 'evt-20240315-mi-ford-dearborn' — I want to know which suppliers and vendors are likely affected and what the industry classification is.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/events/%7Bid%7D/company-intelWhen to prefer
Use this endpoint when you need structured downstream business impact analysis for a specific known disruption event ID — particularly when you want sector-level ripple effect intelligence sourced from WARN filings and labor signals. Prefer this over generic company lookup APIs when the use case involves supply chain risk, vendor exposure analysis, or economic shock propagation from a specific layoff or plant closure event.
Side effects
- Event ID not found — returns empty or null intel with no sector impacts
- Unknown or uncrawled event ID returns empty company object and null intel
- Industry classification may be 'medium' confidence when inferred from text rather than explicit NAICS code
- Locations array may be empty if geospatial data is unavailable for the event
- Payment failure via x402 protocol results in 402 response before data is returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| properties | string |
Output
Schema · Response
{
"type": "json",
"example": {
"intel": null,
"aliases": [],
"company": {},
"event_id": "",
"locations": [],
"business_sector_impacts": [
{
"sector": "suppliers, tooling, and maintenance vendors",
"confidence": "high",
"impact_path": "production changes can affect parts suppliers, tooling, maintenance contracts, packaging, and industrial services"
}
],
"industry_classification": {
"label": "Manufacturing",
"method": "source_industry_text",
"confidence": "medium",
"naics_sector": "31-33",
"coverage_note": "Industry inferred from source-provided industry text, not an explicit NAICS code."
}
}
}Tags
x402
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