TL; DR You is likely to be about to rent a pretend candidate and never even understand it.
That will help you filter out the fraud, we’ve aggregated the highest ten tells you’re speaking to a pretend candidate, together with:
- Inconsistent solutions or timelines.
- Resume particulars that don’t match the dialog.
- Overly polished, scripted responses.
- On-line profiles that don’t match expertise.
This information breaks down the place these purple flags present up and what they seem like. So, you’re outfitted to identify the fakes and cease potential fraud.
“I used to be simply speaking to a totally pretend candidate.”
That’s not a headline or a hypothetical. It’s an actual quote from a TA professional navigating at the moment’s hiring panorama.
And it’s about to get extra frequent. In keeping with Gartner, 1 in 4 candidates could possibly be fraudulent by 2028.
Which is why main groups aren’t simply reacting to fraud—they’re making ready for it. Coaching recruiters to cease unhealthy actors with out slowing down certified candidates.
As a result of the objective isn’t so as to add friction in all places. It’s to know what’s actual, what’s questionable, and what deserves a more in-depth look.
On this weblog, we break down how you can establish pretend candidates in recruitment—the place the purple flags have a tendency to point out up within the hiring course of, and what to observe for at every stage.
Easy methods to Determine Faux Candidates in Recruitment Processes: The High 10 Tells That You’re Speaking to a Faux Candidate
1. The Resume Feels a Little Too Good
The place this exhibits up: Utility & Screening
What it seems like:
Resume fraud prices U.S. enterprise $6 billion (with a B) per yr. A quantity that’s not prone to lower any time quickly.
As a result of with AI of their toolkits? Fraudulent candidates can whip up a fabricated resume sooner than you may say “Simple Apply.”
On the floor, these resumes look robust. Perhaps even price a re-examination. However upon nearer inspection, the cracks begin to present:
- It’s a bit of too polished…however generic and crammed with buzzwords, jargon, and company converse.
- You see imprecise phrases like “dynamic and detail-oriented” or “confirmed means to leverage cross-functional collaboration.”
- There are huge numbers however no context to again them up.
- It reads like a close to word-for-word match to the job description.
- There’s breadth, however no depth.
2. The Particulars Don’t Add Up
The place this exhibits up: Utility & Screening
What it seems like:
It is likely to be mismatched telephone numbers throughout their utility and resume. Or places listed of their cowl letter that don’t align with what they’ve entered in your system.
On their very own, these particulars can appear minor. However over time, they will begin so as to add up— signaling a bigger challenge beneath the floor.
When patterns of inconsistency start to emerge, it may well level to:
- An absence of consideration to element.
- In some circumstances, potential misrepresentation.
One inconsistency isn’t essentially a purple flag. However a number of? That’s when it’s price digging deeper.
3. Their On-line Presence Tells a Totally different Story
The place this exhibits up: Screening & Interview
What it seems like:
Resumes have historically served as the first supply of reality for a candidate’s expertise—overlaying roles, accomplishments, and profession development. However at the moment? That’s now not the complete image. In lots of circumstances, a candidate’s on-line presence gives further context that may both reinforce—or elevate questions on—what’s on paper.
Frequent purple flags embrace:
- Apparent inconsistencies between their utility and LinkedIn profile, together with variations in roles, tasks, titles, or accomplishments.
- Just lately created profiles that don’t replicate the depth or tenure outlined of their expertise.
- Profiles with minimal element, missing a constant work historical past or context.
4. They Battle the Second You Go a Layer Deeper
The place this exhibits up: Interview
What it seems like:
The interview stage is the place you actually get to know a candidate. Their expertise, their motivations, and their targets.
It’s additionally the place a number of the extra apparent purple flags can crop up.
Most often, fraudulent candidates are capable of reply the everyday, surface-level interview questions related to any given position. Nevertheless, go a layer deeper? And their solutions start to crumble:
- The small print appear murky.
- They can’t stroll you thru their very own work or their achievements.
- Solutions turn into repetitive or unclear whenever you ask follow-ups.
- There are lengthy pauses or delays in responses (a doable indication they’re counting on AI help throughout the interview).
- Their solutions really feel overly formal and scripted.
5. Indicators of a Faux Interview Set-Up
The place this exhibits up: Interview
What it seems like:
That is much less about what a candidate says—and extra concerning the atmosphere during which the interview is going down. With the shift to digital interviews, it has turn into more and more tough to confirm that who you’re speaking to is truly who they are saying they’re.
Frequent indicators of a pretend interview embrace:
- Candidates keep away from turning on their video or maintain their face partially obscured all through the dialog.
- Their consideration seems fastened off-screen (a clue they could possibly be studying or referencing exterior prompts).
- Audio or visible cues that appear off—like a number of voices, distractions, or background inconsistencies.
6. The Abilities Don’t Match the Story
The place this exhibits up: Abilities evaluation
What it seems like:
It’s more and more frequent for groups to make use of skills-based assessments to assist refine their pool of potential candidates.
Throughout a current webinar, Nathan Mondrangon, Chief Technique Officer at ProboTalent, defined it like this:
“You may design pre-screening assessments or job match assessments that sit on the very prime of the funnel proper on the time of the resume display screen or proper after the resume display screen. So, you may validate that someone does even have X, Y, and Z expertise for that job in a 15-minute predictive evaluation.”
For groups utilizing skills-based validation and different early screening methods, the disconnect usually turns into apparent.
You would possibly see:
- Robust resume, however weak execution.
- Imprecise explanations when strolling by means of their strategy.
- Work that doesn’t align with the expertise they described.
It’s one of many clearest methods to separate candidates who can discuss concerning the work from those that can truly do it.
7. Their References Begin to Really feel a Little Suspicious
The place this exhibits up: Verification & Supply
What it seems like:
References will be an effective way to double (or triple) verify the whole lot you’ve discovered a few candidate. However they will additionally introduce new questions.
Look ahead to references that:
- Sound overly polished or scripted.
- Present imprecise suggestions.
- Don’t match the candidate’s expertise.
- Share inconsistent timelines.
- Keep away from particular examples
8. They Keep away from Conditions That Require Verification
The place this exhibits up: Later-stage conversations & Supply
What it seems like:
Generally, the purple flags are much less about what a candidate is doing and extra about what they received’t do. Verification, as an example.
As candidates transfer additional alongside within the hiring course of, it’s regular to introduce further validation steps. Identification affirmation. Stay workouts. Documentation. Background checks.
When candidates persistently keep away from these steps, it may well elevate questions.
That stated, it’s vital to know the distinction between avoidance and cheap hesitation.
Some candidates could also be cautious about sharing private data too early— significantly if they’re involved about bias, privateness, or how that data can be used.
9. Their Communication Feels Inconsistent
The place this exhibits up: All through the method
What it seems like:
The hiring course of is designed to construct a whole image of a candidate—and the way effectively they’ll match into your group. But when that image retains altering, it turns into more durable to belief.
This will seem like:
- Totally different communication types throughout phases.
- Inconsistent solutions to the identical questions.
- Totally different individuals showing in interviews
- Shifts in tone or information degree.
If it seems like you’re speaking to completely different individuals at every step of the course of…you is likely to be.
10. Further Pink Flags
- IP tackle doesn’t match listed tackle
- Paperwork seem altered
- Candidate struggles to copy work in a dwell setting
- Banned instruments used throughout assessments
- Key phrase stuffing within the resume
- Hidden white textual content designed to control ATS programs
It’s vital to notice that every of those alerts individually doesn’t imply a lot. Nevertheless, whenever you begin to see 5, six, perhaps even 10 alerts collectively, it could possibly be a sign you’re coping with a fraudulent candidate.
Discovering Your Needle in a Haystack
Right here’s the reality: not the whole lot that glitters is a superb candidate. However with the fitting instruments, programs, and techniques in place, you may filter out fraud—with out dropping the needle within the haystack.
That’s why a single checkpoint isn’t sufficient. The groups getting this proper are taking a layered strategy to fraud prevention.
At Lever, we name this the Swiss Cheese Technique.
Like Swiss cheese, each safeguard has holes—particularly when you’re counting on only one layer. However whenever you stack these safeguards throughout your hiring course of, the gaps get smaller and it turns into a lot more durable for fraudulent candidates to slide by means of.
See how DREAM Constitution Faculties put this layered strategy into follow—and strengthened their protection towards candidate fraud with the Lever workforce.
