These five types of CV misrepresentation are the most common, the most damaging, and the ones AscentPassport detects before they reach the interview stage.
Experienced recruiters in India have developed strong instincts for the patterns that indicate fabrication on a CV. After reviewing thousands of applications, most senior talent acquisition professionals can identify the warning signs. In 2026, with AI-assisted verification widely available, those instincts now have systematic backing. Here are the five most common resume lies caught through verification and how AscentPassport addresses each one structurally. Inflated employment dates are the most common misrepresentation across every industry and seniority level. Candidates extend the end date of a previous role or move the start date of a subsequent role to close a gap or inflate total experience. In more sophisticated cases, both dates in a pair are shifted together to create apparent continuity while maintaining the claimed total duration. AscentPassport's Timeline Consistency Agent detects date anomalies by cross-referencing stated dates against PF contribution records, HR-confirmed dates, and internal logical consistency checks. A six-month gap that a candidate has papered over by adjusting adjacent dates typically appears immediately in the consistency analysis. Job title inflation is the second most widespread misrepresentation. An executive assistant becomes a project manager. A team member becomes a team lead. An associate becomes a senior manager. These inflations are difficult to catch in interviews because candidates speak fluently about the actual work they did, which was real, just performed at a lower level of responsibility or authority. AscentPassport's HR Confirmation Agent asks previous employers directly to confirm the specific title held. HR responses that contradict the candidate's stated title generate an immediate flag in the scoring. Fabricated employers are less frequent but consistently the most damaging when they occur. Candidates invent company names, create minimal web presences, and list roles at organisations that either never existed or closed years ago and cannot be contacted. AscentPassport's Digital Footprint Agent searches for corroborating evidence of company existence across multiple public sources including MCA registry data, web search results, professional directories, and LinkedIn company pages. Companies that cannot be verified across any accessible source are flagged for manual review and the experience is marked as unconfirmed in the AP Score. Salary exaggeration is widespread in India's job market where negotiation culture means offers are frequently anchored to previous salary claims. Candidates inflate their CTC by 20% to 50% to set a higher baseline for the next negotiation. AscentPassport's Financial Signals Agent assesses reported salary against a model that accounts for role title, company size by employee count, city and cost-of-living tier, industry, and career stage indicated by total experience years. Claims that fall significantly outside the plausible range for the combination of these factors are flagged for attention. Skills and qualification fabrication, claiming degrees from institutions attended only briefly, certifications never completed, or proficiencies in technologies only superficially encountered, is addressed through the profile completeness and depth assessment. A candidate with strong HR confirmation of employment history but thin qualification and skills documentation will have this gap reflected in their AP Score. The score breakdown shows employers exactly which dimensions are verified and which remain unconfirmed, giving them the context to probe appropriately in the interview. For recruiters, a high AP Score is a reliable signal that these five fraud patterns have been checked systematically and consistently, rather than relying on instinct, available time, or the willingness of former employers to answer the phone. For candidates reading this and wondering whether they have anything to worry about: if your history is accurate, a verified APID can only help you. The score reflects your real career, confirmed by the people who were there. Every honest professional benefits from a system that makes honesty objectively demonstrable. The only candidates who should be concerned about APID verification are the ones whose CVs do not accurately represent their actual experience. The systematic nature of AscentPassport's fraud detection also means that patterns across multiple candidates at the same company or in the same industry can be identified. When multiple candidates claim similar fabrications, this signals a potential coordinated fraud pattern that warrants deeper investigation. Individual recruiters relying on instinct alone cannot detect these patterns. The platform can.