AI Interview Integrity & Trust Score — Proctoring for Remote Screening, explained.
Trust Score is InterviewFlowAI's built-in interview integrity layer for Scale and Enterprise plans. During AI-led phone or video interviews, the platform monitors for behavior signals that suggest the candidate may not be responding authentically: tab-switching to search for answers, copy-paste into the response field, unusual response timing patterns, inconsistent answers across related questions, and other integrity indicators. These signals are aggregated into a Trust Score that sits alongside the candidate's competency scorecard — not as a pass/fail judgment, but as context that helps recruiters decide whether an interview warrants closer review.
Set expectations before the interview starts.
Confirm camera, microphone, and interview readiness before a candidate begins responding.
- Camera and microphone ready
- Interview requirements confirmed
Investigate context instead of auto-rejecting.
Review tab changes, focus loss, copy/paste, and other events alongside the interview evidence.
- Timestamped integrity timeline
- Review with competency evidence
Remote hiring needs integrity signals, not just competency scores
Remote interviewing solved the scheduling problem but created a new one: how do you know the person answering your questions is actually the person you're hiring — and that they're answering without external help? In live interviews, eye contact, hesitation patterns, and environmental cues give interviewers some signal. In asynchronous AI interviews, those signals disappear unless the platform actively monitors for them.
Trust Score fills that gap. It's not a lie detector — it's a behavior monitoring layer that surfaces signals your team can use to decide which interviews need a closer look. A candidate who never switches tabs and answers consistently across related questions? High trust. A candidate who tabs out before every technical answer and whose responses don't align? That interview gets flagged for recruiter review.
What Trust Score monitors and what it means
Tab and window focus tracking
The platform detects when a candidate leaves the interview window — to search for answers, reference notes, or receive external help — and how frequently it happens.
Copy-paste detection
Responses that appear to be pasted rather than typed naturally are flagged. Unusually fast typing speeds or perfect formatting from a candidate who otherwise types slowly are surfaced.
Response pattern analysis
Consistently fast responses to complex questions, unusually slow responses to simple ones, or identical timing patterns across questions can indicate prepared scripts or external assistance.
Cross-question consistency checks
When a candidate claims 5 years of Python experience but can't answer a basic Python follow-up, or gives contradictory information across related questions, the inconsistency is surfaced.
How to use Trust Score without over-relying on it
Trust Score is a decision-support tool, not an automated rejection system. The strongest teams use it as one data point among many — flagging low-trust interviews for human review rather than auto-rejecting candidates based on a score alone.
- Use Trust Score as a review prioritization signal — review flagged interviews more carefully, not automatically reject them.
- Consider context: a candidate interviewing from a noisy coffee shop may trigger different patterns than one in a quiet home office.
- Combine Trust Score with competency scores: a candidate with strong answers AND high trust is a stronger signal than either alone.
- Look for patterns across your candidate pool — if many candidates trigger the same flag, your question format may need adjustment.
- Use Trust Score data to improve your interview design — questions that consistently trigger copy-paste may need to be reworked for originality.
Trust Score vs. traditional proctoring solutions
| Approach | Traditional proctoring | InterviewFlowAI Trust Score |
|---|---|---|
| Cost model | Per-exam or per-candidate fees. Expensive at scale. | Included on Scale and Enterprise plans. Confirm current plan details on the pricing page. |
| Candidate experience | Intrusive. Webcam monitoring, locked browsers, room scans. Feels accusatory. | Background monitoring. Candidates focus on the interview. Integrity signals surface in review. |
| Review workflow | Proctors review flagged sessions. Added time and cost. | Trust signals appear alongside competency scores. Recruiters review in the same dashboard. |
| Decision role | Often used as a pass/fail gate. Candidates can be auto-rejected. | Decision-support tool. Highlights interviews for human review. Humans make the call. |
Recommended Trust Score workflow
Enable Trust Score for your interview workflow
Trust Score is on by default. Review the monitoring settings and adjust sensitivity based on your role's integrity requirements.
Review trust signals alongside competency scores
In the candidate dashboard, Trust Score appears next to interview scores. Sort or filter to identify interviews that warrant closer review.
Investigate flagged interviews, not auto-reject
Watch the recording, read the transcript, and compare cross-question consistency. Make a human judgment about whether the interview reflects genuine candidate ability.
Use trust patterns to improve your process
If certain questions consistently trigger flags, redesign them. If certain candidate sources produce lower trust scores, adjust sourcing or screening instructions.
How this was verified
Feature capabilities described here were verified against the live InterviewFlowAI product pages and the published pricing page in August 2026. Plan availability can change; the pricing page is the source of truth.
Frequently asked questions
What signals does Trust Score use?
Tab and window focus tracking, copy-paste detection, response timing patterns across questions, and consistency between answers to related questions.
Does a low Trust Score disqualify a candidate?
No. It is context for a reviewer, not a verdict. Signals have innocent explanations — a notification, a second monitor, a nervous candidate re-reading a question — so a human should look at the transcript before drawing any conclusion.
Which plans include cheat detection?
The pricing page currently lists cheat detection as available on Scale and Enterprise, not on Pilot or Growth. Confirm the current matrix before relying on it.
Is this the same as video proctoring?
No. There is no identity verification or continuous webcam invigilation. These are behavioural signals captured during the interview session.
Should candidates be told they are monitored?
Yes. Disclose it before the interview starts. Several jurisdictions regulate automated candidate monitoring, and undisclosed monitoring is both a legal and a candidate-experience risk.
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