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Disruption Intelligence Ripple Brief API
x402
Disruption Intelligence Ripple Brief API is a paid API for AI agents from disruption.forgemesh.io, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-14).
Returns a ranked commercial readout of downstream business disruption signals derived from WARN filings, labor events, and regional economic data
Price / call$0.25
Success—
StatusUnknown
How this service works
Returns the Disruption Intelligence Ripple Report: a ranked brief with headline, top regions, recommended actions, and delivered signals on downstream business effects from workforce disruption
Output
A JSON object containing a headline commercial signal, a why-it-matters summary, a compact commercial angle, signal inventory counts (gold, fresh, watchlist, matches), a list of delivered disruption signals with ripple path inventory and unlock endpoints, recommended actions, and navigational hints for deeper investigation.
Example use cases
Protect customer base from supplier disruptions
“Get me a disruption brief for the semiconductor supply chain. I need to know which of our key accounts might be hit by layoffs or closures so I can proactively reach out before they call us.”
Find sales targets in affected regions
“Show me the top regions right now with active labor disruption signals. I want to identify companies that might need our services because they're dealing with workforce challenges or supply chain issues.”
Monitor economic risk in target sectors
“Give me a commercial disruption intelligence read on the automotive and manufacturing sectors. I'm tracking which industries are most exposed to WARN filings so I know where to focus my prospecting efforts.”
Technical details
Endpoint
GEThttps://disruption.forgemesh.io/ripple/briefWhen to prefer
Use this endpoint when you need a fast commercial intelligence brief on labor disruption ripple effects — particularly when selling into or monitoring accounts exposed to WARN filings, regional layoffs, or economic contraction events. Prefer this over generic news APIs or economic data feeds when you need pre-interpreted commercial angles and downstream impact paths, not raw data.
Side effects
- Invalid scope value (not 'all', 'gold', or 'watchlist') returns a validation error
- limit exceeding 10 is clamped or rejected
- No matching signals for the given query returns empty delivered_signals array with inventory counts of zero
- Payment failure (insufficient USDC balance or x402 protocol error) prevents response
- Stale or lagging data may result in signals that do not reflect the most recent real-world filings
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"product": "disruption_intelligence_ripple_report",
"readout": {
"headline": "Commercial signal headline",
"why_it_matters": "Why the buyer should care now.",
"commercial_angle": "A compact commercial interpretation."
},
"inventory": {
"gold": 0,
"fresh": 0,
"matches": 0,
"watchlist": 0
},
"navigation": {
"message": "Use q to focus the brief; use delivered_signals[].ripple_path_inventory.unlock_endpoint for deeper downstream impact paths.",
"examples": [
"/ripple/brief?q=Meta&limit=5",
"/ripple/brief?q=logistics&scope=gold&limit=5"
]
},
"report_name": "Disruption Intelligence Ripple Report",
"why_not_high": [
"The brief is a ranked commercial readout, not proof that a buyer, vendor, or region will act.",
"Coverage can lag real-world changes, filings, local updates, and follow-on commercial activity."
],
"delivered_signals": [],
"recommended_actions": [
"Review exposed accounts, territories, or sales motion."
]
}
}Tags
x402
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