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Response fields

scoring

The 0 to 100 fraud score, its confidence and the signals behind it.

An explainable 0–100 risk score from 40+ weighted signals, including exonerating signals and CGNAT caps.

FieldTypeDescription
fraud_scorenumber0–100 composite risk score. Exonerating signals subtract (residential ISP −20, verified crawler −30); CGNAT ranges are capped.
confidencenumberOverall confidence in the verdict, 0.0 to 1.0, based on how much evidence is available for this IP.
recommended_actionstring"allow" (0–25), "review" (26–50), "step_up" (51–75), or "block" (76–100).
detection_methodsstring[]The exact signals that fired for this IP: the score's reasoning, machine-readable.

A field with no value comes back as the string "none", or 0 for numbers. The API never returns null.

Example

The scoring group for 8.8.8.8, from a real lookup on 24 October 2026. Values change as the data is refreshed.

{
  "scoring": {
    "fraud_score": 10,
    "confidence": 0.25,
    "recommended_action": "allow",
    "detection_methods": [
      "datacenter_ip"
    ]
  }
}

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