The Candidate on the Call Isn't Always the One on the Resume

For an agency, a weak candidate is a missed placement. A candidate who isn't who their resume says is worse: it's a client relationship at risk. And the ways a candidate can misrepresent themselves have multiplied.

What recruiters are running into

• Answers written by AI and pasted in, sometimes during a live call.
• Someone off-camera feeding answers, or a different person doing the interview entirely.
• Resumes that claim projects and certifications the candidate can't describe.

The extreme end of this is serious enough that the FBI warned employers in 2022 about applicants using deepfakes and stolen identities to apply for remote jobs.

What a structured interview can flag

TrueScreenHR records how each answer is entered and compares the answers with the resume. Three kinds of signals show up on the profile:

• Pasted text: answers that were pasted in rather than typed.
• Speed: answers that come back too quickly for a considered reply.
• Consistency: answers that don't match what the resume claims, like a "led the implementation" with no first-hand detail.

What it can't do

We want to be precise here. TrueScreenHR does not verify identity, and no check catches everything. Integrity signals are reasons to look closer, not proof of anything.

What to do with a flag

• Read the flagged answers in the transcript. Often the pattern is obvious: the pasted answers are exactly the ones on the resume's biggest claims.
• Ask about those claims in a live conversation, and ask for specifics only someone who did the work would know.
• Check references and verify identity before an offer, as you would anyway.

A flag is a reason to look closer before the client does, not a verdict.