{"uid":"cap_mLK6OWidvU5oTTJ7mKzSs","slug":"geopoliticalpulse-instability-signal-4f162e6a","name":"GeopoliticalPulse Instability Signal","description":"Early-warning system for risk and intelligence agents. Combines GDELT sentiment, World Bank governance data, and open-source intelligence to detect pre-crisis conditions before they break: coups, currency crises, unrest.","url":"https://geopoliticalpulse.theaslangroupllc.com/api/geopolitical/instability-signal?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"properties":{"type":"string"}}},"responseSchema":{"type":"json","errors":{"400":{"example":{"error":"invalid request"},"description":"Invalid or missing parameter(s). Returned before the payment gate on paid requests, so a malformed call is never charged. JSON body: { error: <what is wrong and how to fix it> } plus usage hints."},"402":{"description":"Payment required — x402 v2 challenge; the accepts array lists scheme, network, and amount. Retry the same request with a PAYMENT-SIGNATURE (v2) or X-PAYMENT (v1) header. Verification is free."},"500":{"example":{"error":"upstream_failed"},"description":"Unexpected server error. If a payment settled without a usable result, contact info@theaslangroupllc.com with the settlement tx hash for a re-run or credit."}},"example":{"country":"Pakistan","instability_tier":"HIGH RISK","instability_score":68,"signal_categories":{"economic_distress":{"score":8,"signals":["IMF bailout negotiations","Inflation above 25%","Forex reserve crisis"]},"political_dysfunction":{"score":7,"signals":["Military-civilian tension","Former PM imprisoned","Constitutional disputes"]}},"analyst_assessment":"Pakistan exhibits multiple concurrent instability signals consistent with pre-crisis pattern...","timeline_probability":{"major_instability_1y":"55%","major_instability_90d":"35%"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.2","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":{"p10Cents":"20.0000","medianCents":"20.0000","p90Cents":"20.0000","minCents":"20.0000","maxCents":"20.0000","p95Cents":"20.0000","sampleCount":1,"varies":false,"failureChargeRate":1},"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.2/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.2","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.2","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_0bf0RH5QF-B3uRtWMXeUE","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.2","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects pre-crisis conditions (coups, currency crises, civil unrest) by synthesizing GDELT sentiment, World Bank governance data, and OSINT into an early-warning signal for a given country or region.","exampleAgentPrompt":"Give me the instability signal for Nigeria — I want to know if there are any pre-crisis conditions developing right now, especially around coup risk or civil unrest, based on GDELT sentiment and governance indicators.","exampleUseCases":[{"title":"Portfolio risk check before emerging market investment","prompt":"Run a stability check on Indonesia and the Philippines for me — I need to know if there are any early warning signs of currency crisis or governance collapse before we commit capital there."},{"title":"Regional political stability monitoring for supply chain","prompt":"What's the instability outlook for Vietnam and Thailand over the next month? I need to understand if there's coup risk or civil unrest brewing that could disrupt our manufacturing operations."},{"title":"Pre-crisis detection for humanitarian operations planning","prompt":"Check the geopolitical pulse for Mali, Burkina Faso, and Niger — I'm looking for any early signals that conditions are deteriorating toward a major crisis so we can position our response teams ahead of time."}],"resultDescription":"An early-warning instability signal for the queried country or region, including a risk score or signal level, classification of the most likely crisis type (coup, currency crisis, civil unrest), contributing indicators from GDELT sentiment and World Bank governance data, and OSINT-derived context on pre-crisis conditions.","failureModes":["Country or region not recognized — returns 400 or empty result","Insufficient GDELT or governance data for small or unrecognized territories","Stale underlying data if GDELT feeds or World Bank datasets have not refreshed","Payment not processed — returns 402 if x402 payment header is missing or invalid","Rate limiting if the endpoint is called too frequently in succession"],"whenToPreferThis":"Use this endpoint when you need early-warning signals before a crisis becomes public news — particularly for coups, currency crises, or civil unrest. It is uniquely valuable over general country-risk endpoints because it synthesizes GDELT real-time sentiment with World Bank governance metrics to detect pre-crisis conditions, not just current risk levels. Prefer this over conflict-mapping or event-assessment endpoints when the goal is forward-looking detection of instability before it breaks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T18:43:55.847Z","isFirstParty":false,"canonicalSlug":"geopoliticalpulse-instability-signal-4f162e6a"}