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0027 · Private-first · Consent-gated · Evidence-conservative

Scam Exposure Map

Reports are unverified, explicitly opted-in contextual indicators. Similarity never proves common ownership or crime. Small samples, source records and private locations are suppressed.

My contributions · Exposure map · Case network · Investigations

Country-level exposure view

No victim pins, exact coordinates or street-level map. Countries are shown only when distinct opt-in contributors reach the independent threshold.

Private aggregate query receipts

0 recent immutable hash-only query receipts. No historical private case details or geography stored in them.

Visible country aggregates

Insufficient Evidence — country/location information suppressed.

Reported campaign-pattern clusters

Minimum distinct contributors: —. No raw people, phones, payments or exact locations. Opt-in sampling cannot estimate true prevalence.

Insufficient Evidence — low-sample patterns are hidden.

Interpretation and uncertainty

Observed clusters are descriptive, privacy-thresholded reports—not proof of crime, number of victims, identity attribution, independently validated facts, or a scam probability.

Legitimate rebrands, shared infrastructure, platform intermediaries, normal marketing activity and coordinated negative reviews can also produce similar patterns.