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Disruption Intelligence Ripple API – Sector Impacts
x402
Disruption Intelligence Ripple API – Sector Impacts is a paid API for AI agents from disruption.forgemesh.io, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).
Returns downstream business sector impacts inferred from a geospatial disruption signal (e.g. WARN filing or labor event), including affected spend areas, buyer use cases, and confidence levels.
Price / call$0.15
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 an impact count, a list of downstream business sector impacts each with sector name, buyer use cases, confidence level, spend area, and a narrative impact path describing how headcount changes cascade into procurement and purchasing behavior. Also includes disclaimers noting impacts are inferred planning paths, not confirmed intent.
Example use cases
Example prompt
“Pull the sector impact ripple paths for disruption signal ID 'warn-2024-mi-00312' — I want to see which downstream business sectors and spend areas are affected, along with confidence levels and buyer use cases.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/gold/signals/%7Bid%7D/sector-impactsWhen to prefer
Use this endpoint when you have a specific disruption signal ID (from a WARN filing or labor event) and need to understand which downstream business sectors and spend areas will be affected, enabling sales targeting, procurement churn alerts, or regional opportunity mapping. Prefer this over generic firmographic enrichment when you specifically want ripple-effect planning intelligence derived from labor displacement events.
Side effects
- Signal ID not found — 404 with no matching signal data
- Invalid or malformed signal ID format — 400 bad request
- Payment not included or insufficient USDC — 402 payment required
- Signal exists but has no sector impact data — empty impact list returned
- Rate limiting or quota exceeded — 429 too many requests
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| properties | string |
Output
Schema · Response
{
"type": "json",
"example": {
"product": "ripple_paths_unlock",
"signal_id": "",
"impact_count": 32,
"why_not_high": [
"Downstream business effects are inferred planning paths, not confirmed purchases, contracts, or buyer intent.",
"Impact paths should be treated as prioritization context until validated against the buyer, vendor, or region."
],
"legacy_product": "gold_signal_sector_impact_unlock",
"business_sector_impacts": [
{
"sector": "office supplies and small procurement",
"buyer_uses": [
"office-supply account monitoring",
"branch sales targeting",
"procurement churn alerts"
],
"confidence": "low",
"spend_area": "branch operations",
"impact_path": "headcount movement can change recurring purchases for pens, notebooks, printer supplies, labels, badges, mailroom items, breakroom stock, and safety consumables"
}
]
}
}Tags
x402
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