We’ve touched on this briefly, but there are a number of things employers can do to mitigate cheating and fraud from candidates throughout their hiring experience.
Establish AI Usage Guidelines
The key to managing AI in your hiring process isn’t to ban it outright — it’s to set clear, fair expectations for everyone involved.
Start by creating specific guidelines about what candidates can and can’t use AI for. For example, you might allow AI assistance for initial brainstorming or grammar checking in cover letters, but prohibit it for completing assessments or crafting answers to specific interview questions. The goal is transparency, not prohibition.
Consider implementing what some organizations call an “honesty contract.” It’s a simple acknowledgment where candidates confirm they understand your AI usage guidelines and agree to follow them.
While this won’t stop every instance of misuse, research shows that when people explicitly commit to honesty upfront, they’re more likely to follow through. One study found that when candidates had to sign a contract like this before an assessment, their likelihood of using assistance like AI or family/friends dropped from 28% to 13%.
But here’s the important part: if you’re setting AI rules for candidates, you need to be transparent about how you’re using AI too.
Fair is fair.
Let candidates know if you’re using AI for resume screening, assessment scoring, or other parts of your process. This transparency builds trust and shows you’re committed to an ethical approach on both sides.
The most effective AI policies establish mutual respect and clear expectations that help both parties engage authentically throughout the hiring process.
Use One-Way Video Interviews
One-way video interviews naturally reduce the incentive to cheat because there’s no “right” answer.
Unlike skills tests with clear correct responses, these interviews ask candidates to share insights, provide context, and draw from real-world experiences — things that can’t be easily faked or outsourced.
The reality is that nothing can completely prevent someone from lying. Someone could just as easily fabricate experiences in a face-to-face interview. But one-way video interviews actually make inconsistencies more apparent because candidates have to articulate their background and reasoning in their own words, on camera, without the benefit of real-time coaching.

From the candidate’s perspective, this isn’t a test to pass. It’s an opportunity to expand on their real-world experience and showcase what they’d bring to your organization.
When the focus shifts from testing knowledge to understanding experience and approach, cheating becomes less relevant, and authentic evaluation becomes much more valuable.
Implement Additional Talent Assessments
One thing we’ve found really helpful is to assess a candidate based on behavioral criteria that will set them up for success in a particular role, level, and organization. In other words, a talent assessment, such as Spark Hire’s Predictive Talent Assessment.
Talent assessments are vastly different from other skills or personality tests as they focus on how a candidate is likely to perform specific job tasks or competencies in a specific environment.
And they’re a lot harder to “game”.
By eliminating the right/wrong dichotomy, you don’t give people the option to cheat because there isn’t one gold-star response.
Plus, with a behavioral talent assessment like ours, the candidates don’t know the yardstick they are being measured against. They don’t know what the employer has marked as a key skill or competency, further reducing the incentive to lie their way through it.
This shift from testing arbitrary knowledge to understanding specific behavior as it relates to your job posting creates a more cheat-resistant and genuinely predictive evaluation method.
It’s also super important to take a step back here and remember that not all candidates use these sorts of methods in the screening and selection process.
You don’t want to assume that people are or will cheat. Instead, you want to establish the right safeguards and guardrails that help you identify the best candidate for your open position.