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Disruption Intelligence Ripple API – Gold Signals
x402
Disruption Intelligence Ripple API – Gold Signals 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 geospatial disruption intelligence signals derived from WARN filings, labor events, and regional economic data, with downstream business-effect ripples for commercial opportunity identification.
Price / call$0.1
Success—
StatusUnknown
How this service works
Legacy alias for Ripple Signals: downstream business effects from workforce disruption
Output
A JSON object containing a list of up to 10 disruption signals (default 5), each with a title, confidence band (e.g. 'high'), evidence basis (e.g. WARN filings, event severity), commercial angle narrative, and a sector impact inventory count with an unlock path for deeper detail. Also includes navigation hints for refining queries.
Example use cases
Example prompt
“Pull me up to 5 Ripple disruption signals focused on logistics companies in the Midwest — I want to see what procurement or staffing opportunities are opening up from recent WARN filings in that region.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/gold/signalsWhen to prefer
Use this endpoint when you need a fast, diversified sampler of workforce-disruption-driven commercial opportunities — especially for business development, staffing, consulting, or procurement targeting. Prefer this over general economic news APIs when you need signals tied specifically to WARN filings and labor events with commercial-angle framing. Best for initial discovery and routing before drilling into sector-impact detail via the unlock endpoint.
Side effects
- No signals returned if query is too narrow or region has no recent WARN activity
- Coverage lag — filings and local events may not be reflected in real time
- Downstream effects are inferred, not confirmed commercial intelligence — may not match actual buyer intent
- limit exceeding 10 is silently capped at 10
- Empty result set if q parameter references an obscure or misspelled entity
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.",
"sector_impact_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."
],
"legacy_product": "gold_convergence_signals"
}
}Tags
x402
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