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Short postsWhat if the candidate with the most matching keywords isn’t actually the strongest match for the role
Over-the-shoulder view of a recruiter comparing two software-engineering CVs, with teal highlights on supporting experience and amber points for closer review, above the CrossClassify logo and the message: Evidence beyond keyword overlap.

19 Oct 2026

Recruitment

What if the candidate with the most matching keywords isn’t actually the strongest match for the role

Two CVs can mention the same technologies, responsibilities, or skills while showing very different levels of experience behind them.

That makes keyword overlap useful, but not always enough for understanding how a candidate’s documented experience relates to a specific job.

CrossClassify CV Checker approaches this differently with Match Signals.

Recruiters can enter a job description and analyze accessible CVs to receive 3–5 positive and negative signals highlighting where the CV supports important role requirements and where closer review may be useful.

Instead of reducing the comparison to a single score, recruiters get specific points they can investigate while keeping professional judgment at the center of the process. Read the full article to see how Match Signals can fit into Recruiter workflows.

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