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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 2026-09-15).
Returns downstream business sector impact paths for a given disruption signal ID, explaining which industries and procurement areas are likely affected by labor or regional economic events.
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 the signal ID, a count of downstream impact paths, a list of business sector impacts each with sector name, buyer use cases, confidence level, spend area, and a plain-language explanation of the impact path, plus caveats about inference vs. confirmed intent.
Example use cases
Example prompt
“Pull the sector impact paths for disruption signal ID 'warn-2024-tx-00412' — I want to see which business sectors and procurement spend areas are likely affected downstream, along with confidence levels.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/ripple/signals/%7Bid%7D/sector-impactsWhen to prefer
Use this endpoint when you have a specific disruption signal ID and need to understand which downstream business sectors, procurement categories, and buyer types are likely affected. Ideal for B2B sales teams, procurement analysts, or supply chain risk managers who want to prioritize outreach or monitor vendor exposure after a WARN filing or regional labor event. Prefer this over generic economic news APIs when you need structured, sector-level impact paths with confidence scoring tied to a specific signal.
Side effects
- Signal ID not found — returns empty or 404-equivalent response
- Stale or unprocessed signal — impact_count may be 0 with no sector impacts listed
- Low confidence impacts — all sectors returned with 'low' confidence, limiting actionability
- Payment failure — x402 USDC payment on Base not completed, request blocked
- Malformed signal ID format — API may return error or null result
- Rate limiting or quota exhaustion — repeated calls blocked until payment resolved
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."
],
"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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