# EconSignalPulse Divergence Analysis

> EconSignalPulse Divergence Analysis is a paid API for AI agents from econsignalpulse.theaslangroupllc.com, paid per call via x402, $0.2/call, status unknown (last checked 2026-09-14).

Performs gap analysis between official economic statistics and alternative data sources (satellite nightlights, shipping AIS, electricity consumption, flight data) to flag statistical manipulation and structural economic shifts.

## Facts

- Endpoint: GET https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence
- Price: $0.2/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/econsignalpulse-divergence-analysis-dfe38a9f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__TY86lOeyWBiRhjholVux

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability econsignalpulse-divergence-analysis-dfe38a9f
```

Example prompt: Can you run a divergence check on Argentina's official GDP and inflation statistics against satellite nightlights, shipping AIS, and electricity signals for the past 12 months — I want to know if there's evidence of statistical manipulation or a structural shift that the official numbers are hiding?

## When to prefer this

Choose this endpoint when you need to cross-validate official economic statistics against hard-to-falsify alternative data signals for sovereign credit, FX, or geopolitical risk analysis. Prefer it over standard macro endpoints when official data credibility is in question, especially for frontier markets, sanctioned economies, or countries with a history of statistical manipulation.

## Known failure modes

- Country not covered or insufficient alternative data available — returns empty or partial result
- Time period too recent for satellite/AIS data to be aggregated — returns stale or incomplete signals
- Invalid country code or unsupported region — returns 400 error
- Alternative data pipeline outage (satellite or AIS feed down) — returns 503 or degraded signal warning
- Payment not processed or x402 authentication failure — returns 402 Payment Required

## How this service works

Gap analysis between official statistics and alternative data (satellite nightlights, shipping AIS, electricity, flights) — flags statistical manipulation and structural shifts. For sovereign-debt and FX agents.

## Output

Returns a structured gap analysis report comparing official economic statistics against alternative data sources (VIIRS satellite nightlights, shipping AIS, electricity consumption, flight data) for the requested country and period, including divergence scores, manipulation flags, and indicators of structural economic shifts — designed for sovereign-debt and FX risk assessment.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET",
      "HEAD",
      "DELETE"
     ],
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "iso2": {
       "type": "string",
       "description": "ISO2 code for World Bank data"
      },
      "iso3": {
       "type": "string",
       "description": "ISO3 code for IMF data"
      },
      "lang": {
       "type": "string",
       "description": "en | es | fr | de | ja | zh | ko | pt | ar | hi (default: en)"
      },
      "country": {
       "type": "string",
       "description": "Country to analyze — e.g. \"China\" | \"Russia\" | \"Iran\" | \"Venezuela\" | \"Belarus\""
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "errors": {
     "type": "object",
     "description": "Documented error responses, keyed by HTTP status code",
     "additionalProperties": {
      "type": "object",
      "required": [
       "description"
      ],
      "properties": {
       "example": {
        "type": "object"
       },
       "description": {
        "type": "string"
       }
      }
     }
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "query_summary": {
   "iso2": "RU",
   "iso3": "RUS",
   "country": "Russia",
   "analysis_date": "2026-06-07"
  },
  "official_claims": {
   "source": "Rosstat (Russian Federal Statistics Service)",
   "inflation_pct": 7.4,
   "unemployment_pct": 2.9,
   "gdp_growth_2023_pct": 3.6,
   "gdp_growth_2024_pct": 3.9
  },
  "alternative_signals": {
   "shipping_ais": "Baltic and Black Sea exports declined 40% by volume post-sanctions; Asian routing up 180%",
   "google_mobility": "Retail/recreation +8% above baseline; workplace mobility elevated (full employment in defense sector)",
   "nightlights_trend": "European Russia stable; Urals/Siberia industrial corridor showing elevated activity (defense production)",
   "electricity_consumption": "+3.2% YoY — broadly consistent with claimed GDP growth",
   "satellite_urban_activity": "Moscow construction activity elevated; regional cities mixed"
  },
  "divergence_assessment": {
   "verdict": "Partial divergence — GDP growth plausible but composition distorted; defense sector masks civilian economy weakness",
   "confidence": "Medium-Low",
   "credibility_max": 100,
   "key_distortions": [
    "Defense spending 7.1% of GDP in 2024 — government demand masking private sector contraction",
    "Labor market tightness is real but reflects conscription losses, not economic health",
    "Inflation likely 12-18% vs official 7.4% — price controls and basket manipulation documented"
   ],
   "credibility_score": 45
  },
  "investor_implications": "Russia GDP figures are technically accurate but deeply misleading as an investment signal. The civilian economy ex-defense has contracted. Sanctions burden is accumulating, not receding."
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/econsignalpulse-divergence-analysis-dfe38a9f/health.json
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