REPORT METHODOLOGY

Transparent signals—not a mystery score.

SwipeClue reviews patterns in submitted profile or conversation text. It does not decide who someone is or calculate the probability that a person is fraudulent.

WHAT WE REVIEW

Four groups of signals.

A signal matters because of its language and context. Ordinary dating language alone should not be treated as suspicious.

01

Money

Requests for money, investment pitches, payment routes, promised returns, or financial-account access.

02

Verification

Avoiding a brief live video call, repeated uncheckable excuses, or resistance to ordinary identity-safety steps.

03

Pressure

Urgency, secrecy, isolation, threats, coercion, or attempts to stop outside advice.

04

Communication

Very early platform switching, rapid emotional escalation, scripted phrasing, or inconsistent story details.

CONCERN BANDS

What the result labels mean.

Few patterns to verify

No major scripted warning language was detected. This does not verify identity or guarantee safety.

Worth verifying

One or more submitted patterns deserve a calm question or independent check before trust increases.

Multiple patterns worth verifying

Several serious signals—especially money, coercion, urgency, or verification avoidance—deserve a pause before continuing.

Internal weighting keeps these bands consistent. SwipeClue does not show it as a percentage because that would imply more certainty than text review provides.

EVIDENCE RULES

You should be able to inspect every concern.

  • Risk findings must cite a brief exact excerpt from the submitted content.
  • Each concern should include a calm explanation and a neutral verification question.
  • Reassuring context is shown when it changes how a signal should be interpreted.
  • Names, phone numbers, email addresses, usernames, and links are redacted on a best-effort basis.
LIMITATIONS

What a report cannot establish.

AI-assisted review can miss context, misunderstand jokes or cultural phrasing, and generate imperfect explanations. SwipeClue cannot verify identity, conduct a background check, search private records, prove a claim is false, or guarantee safety.

Use the report as decision support. Keep money and financial access out of new romantic relationships, verify important claims independently, use platform safety tools, and involve someone you trust when pressure appears.

See the method in action.

Inspect a complete sample before submitting anything.

View the sample report