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