Trust & transparency

Assessment integrity & AI transparency

How we verify skills fairly — what we detect, what we disclose to employers, and what stays private for candidates.

For candidates · Updated July 2026

Our promise

A verified skill badge means you passed an assessment at 70% or higher. We never auto-fail candidates based on browser signals alone — we record integrity signals and let hiring teams make informed decisions with full transparency.

What we monitor during a test

  • Tab switches, paste events, and fullscreen exits (formal assessments)
  • Active time per question — switching away does not inflate working time
  • AI authenticity scoring on written answers (combined with paste signals for flags)

What employers see

Recruiters see your score plus an integrity summary (for example, tab switches or flagged timing). Flags are informational — a human reviewer decides what they mean. Practice assessments help you prepare without affecting formal interview scores.

Verified badges appear on your profile and can boost your ranking when skills match a job's requirements.

Learn more

Employers can read about tenant isolation and AI governance on our security & AI governance page.

FeedbackAI — AI Job Matching & Hiring Assessment Platform