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Nearly three in 10 jobseekers tailor applications for potential AI screening, CV-Library finds

69% of recruiters said AI-generated applications made it harder to identify the strongest candidates.

Nearly three in 10 jobseekers tailor applications for potential AI screening, CV-Library finds
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Nearly three in 10 (29%) jobseekers changed their CV or cover letter because they believed it would be screened by AI, data from CV-Library found.

Its Candidate Behaviour Barometer found 70% of candidates said widespread AI use made it harder to stand out, while 69% of recruiters said AI-generated applications made it harder to identify the strongest candidates.

83% of recruiters had frequently or occasionally seen signs of AI-written applications.

More than a third of recruiters were less confident than a year earlier that CVs and applications accurately reflected candidates’ skills.

Among those who had become less confident, 52% cited obviously AI-generated CVs or cover letters, 44% cited candidate exaggeration and 31% cited increasingly polished or generic applications.

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Around 58% of candidates said they would feel more comfortable with AI in recruitment if they were guaranteed that a human would review their application.

Alec Stanwell, director of marketing at CV-Library, said: “Candidates are becoming so focused on writing for AI that they risk forgetting their real audience – the human making the final hiring decision. 

“AI can help improve an application, but it shouldn’t remove the personality, skills and real-world examples that can make a candidate stand out.

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“For employers, increasingly polished applications mean it’s important to look beyond the CV, using interviews and skills-based assessments to understand what a candidate can do.”

Stanwell added: “The goal should be to identify the candidate who genuinely fits the role best, rather than simply the application that appears to look the strongest, as it’s clear, overly polished CVs can do the opposite effect.”

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