How Proof works

For hiring managers who are — rightly — skeptical of anything claiming to be cheat-proof. Here is exactly what we do, what we catch, and what we don't.

The problem is real, and it's growing

38.5%
of candidates flagged for cheating in 2026, across 19k+ monitored interviews
~48%
flag rate in software engineering interviews specifically

AI can pass most take-home tests and scripted screens. If your process can't tell assisted answers from earned ones, roughly half of your engineering pipeline is a coin flip.

What the interview does

What we detect — and what we honestly don't

We detect
  • AI-assistance signals — pasted answers, answer patterns inconsistent with the candidate’s live reasoning
  • Paste events and paste size during answers and the coding exercise
  • Tab switches and window blur while a question is open
  • Camera presence — periodic snapshots confirming a person is at the keyboard for the duration
  • Depth of understanding — adaptive follow-ups that collapse when knowledge is memorized rather than earned
We do not claim
  • Biometric identity verification. We do not match faces against ID documents or claim to prove who someone legally is.
  • Guaranteed cheat detection. A determined fraudster with a clean setup can evade any signal. We reduce risk; we don’t eliminate it.
  • A hiring decision. The report is decision support with evidence — your team makes the call.

If a vendor tells you they catch everything, they're selling you confidence, not evidence. We show you the signals and let you weigh them.

What's in the report

Overall score + recommendation
A 0–100 score and a clear strong hire / hire / hold / pass call, with the reasoning laid out.
Skill scores with evidence
Per-skill ratings, each backed by quotes from the candidate’s own answers.
Authenticity verdict
Clean / some flags / likely assisted — with the integrity signals (pastes, tab switches) that drove it.
Coding exercise result
A practical exercise scored on approach and correctness, not just output.
Strengths and concerns
What impressed, what to probe in your own final round.
Full transcript
Every question and answer, so you can verify our judgment yourself.

A note on candidate privacy

Camera frames are stored only as interview evidence. They are visible to the hiring company that created the verification — and no one else. They never appear on public or shared report pages, are never used for anything beyond the report, and candidates see a clear camera notice before the interview starts. Full details in our privacy policy.

Verify a candidate — free to try