The Growing Problem of CV Manipulation
As applicant tracking systems have become ubiquitous in recruitment, an entire industry has emerged around gaming them. CV optimisation services, ATS-beating templates, and keyword stuffing guides are widely available, teaching candidates how to manipulate automated screening systems — and standard ATS platforms reward the manipulation rather than catching it.
How HireXR Detects CV Fraud
HireXR's fraud detection operates at document level (hidden content, invisible text layers), content level (unnatural keyword density patterns), and claims level (job title inflation, inconsistent experience narratives). Each detection produces a specific, explained indicator, not just an opaque flag.