How to Keep Your Fraud Risk Score Low: A Practical Guide

Our companion post covers why fraud-risk detection exists and why it works in favor of honest candidates. This one skips the why and goes straight to the how: the specific, concrete behaviors that keep your integrity score high and your fraud-risk rating at LOW. None of this is complicated — if you're answering honestly in your own words, you're already doing almost all of it. Here's exactly what the system is watching, and how to make sure it reads you correctly.

1. Type your answers live — don't paste them in

The system tracks whether your answer text was pasted rather than typed, and how much of it was pasted versus typed. This exists to catch answers copied in from ChatGPT, a notes doc, or anywhere else — not to penalize you for having a good vocabulary.

• Write directly in the answer box as you think, the same way you'd speak in a real interview.
• If you want to jot down a quick outline first, that's fine — just type your actual answer live rather than pasting a finished paragraph in from somewhere else.
• Quoting a specific number, name, or technical term you're pulling from memory or a resume is completely normal and won't trip this signal on its own — it's a large block of pasted text that raises it.

2. Don't rush your answers

Responses submitted in under about 15 seconds are flagged as unusually fast — not because speed itself is bad, but because a thoughtful answer to a real interview question almost never comes together that quickly. A pattern of very fast answers across the interview reads as a strong signal that responses were pre-written or pasted rather than composed in the moment.

• Take the time you'd naturally take to think through a good answer — there's no reward for speed here, and no penalty for a thoughtful pause.
• If a question genuinely has a quick, simple answer, that's fine occasionally — it's a consistent pattern of rapid-fire answers across the whole interview that raises flags, not the occasional short one.
• Treat it like a real conversation with a hiring manager, not a speed-run. Nobody scores better by finishing faster.

3. Keep your profile and your answers consistent

Separately from the behavioral signals above, the AI analyst cross-checks your interview answers against your stated resume, title, and years of experience. Inconsistencies here — claiming senior-level ownership your answers don't back up, or skills your resume lists that never come up meaningfully in your answers — get noted as content-based fraud risk, distinct from the paste and timing signals.

• Before you start, double check that your profile's title, years of experience, and skills list are accurate and up to date.
• Answer questions in a way that's consistent with what you've claimed — if you're light on a listed skill, it's better to be honest about your actual level than to bluff.
• If there's real context behind a mismatch (a recent promotion, a career pivot, a skill you're actively learning), say so directly in your answer rather than leaving the gap unexplained.

4. Answer like yourself, not like a template

This one isn't a specific tracked signal, but it's the underlying principle behind all three above: the entire system exists to distinguish your actual voice and reasoning from something generated or borrowed. The more your answers sound like you — specific to your own experience, with your own phrasing and your own pace — the more naturally every one of these checks resolves in your favor, because they're simply confirming what's already true.

You don't need to think about any of this while you're actually answering. If you're being honest and answering in your own words at a normal pace, your integrity score takes care of itself.

What a flagged interview actually costs you

To be clear about the stakes: a single fast answer or one flagged paste event on its own won't tank your profile — the scoring model weighs a pattern across the whole interview, not one moment. But a consistent pattern of pasted, rushed, or inconsistent answers does raise your fraud-risk level, and employers see that rating alongside your scores. It doesn't need to be a concern if you're simply doing what you'd naturally do in a real interview: think, then answer, in your own words, at your own pace.

The short version

Type, don't paste. Take a normal amount of time to think before you answer. Keep your resume and your answers telling the same story. Do those three things — which is to say, just answer honestly like you would in any real interview — and the integrity system isn't something you need to manage. It's already on your side.