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Disruption Intelligence Ripple API – Signals Endpoint
x402
Disruption Intelligence Ripple API – Signals Endpoint is a paid API for AI agents from disruption.forgemesh.io, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-14).
Returns a diversified sampler of geospatial disruption signals derived from WARN filings and labor events, with downstream commercial ripple effects and sector-impact paths
Price / call$0.1
Success—
StatusUnknown
How this service works
Ripple Signals: downstream business effects from workforce disruption
Output
A JSON object containing up to 10 diversified disruption signals, each with a title, confidence band (e.g. high), evidence basis (WARN filings, event severity, procurement opportunities), commercial angle description, warnings about coverage limitations, and a ripple path inventory showing the count of downstream sector impacts plus an unlock endpoint for deeper analysis. Also includes navigation hints for refining queries by company, region, or industry.
Example use cases
Example prompt
“Pull me up to 5 disruption ripple signals focused on Meta layoffs — I want to see the commercial angles and downstream business effects for staffing firms and consultants in that region.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/ripple/signalsWhen to prefer
Use this endpoint when you need a broad, diversified sampler of labor-disruption-driven commercial signals across geographies or companies before deciding where to invest deeper research. It is the discovery and routing layer — ideal for business-development prospecting, identifying which disruption events have the most downstream commercial potential, and triaging before purchasing deeper sector-impact unlocks. Prefer it over the brief or sector-impact endpoints when you don't yet know which signal or region to focus on.
Side effects
- Missing or malformed query returns default open sampler with no focus
- limit exceeding 10 is clamped to 10
- No signals available for a very narrow or obscure query may return empty results
- Payment not completed (x402 flow) results in 402 Payment Required before data is returned
- Coverage lag means signals may not reflect very recent filings or events
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"count": 5,
"product": "ripple_signals",
"signals": [
{
"title": "Procurement ripple near a workforce disruption",
"why_not_high": [
"Coverage can lag real-world changes, filings, local updates, and follow-on commercial activity.",
"Downstream business effects are inferred planning paths, not confirmed purchases, contracts, or buyer intent."
],
"evidence_basis": [
"WARN",
"event severity",
"procurement opportunities"
],
"confidence_band": "high",
"commercial_angle": "Business-development signal for bidders, staffing firms, consultants, and local operators.",
"ripple_path_inventory": {
"impact_count": 32,
"unlock_endpoint": "/ripple/signals/{signal_id}/sector-impacts",
"unlock_price_usd": 0.15
}
}
],
"navigation": {
"message": "Open Ripple calls return a diversified sampler. Add q to focus on a company, region, industry, buyer role, or commercial angle.",
"examples": [
"/ripple/signals?q=Meta&limit=5",
"/ripple/brief?q=logistics&scope=gold&limit=5"
]
},
"why_not_high": [
"This signal list is a sampler for routing and prioritization; detailed downstream impact paths are reserved for the sector-impact unlock.",
"Commercial angles can identify where to look next, but impact strength should be validated through the paid brief or signal-specific impact path."
]
}
}Tags
x402
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