How does ATS scoring work?

An employer may define required screening answers, stage rules, candidate tags, searches or ranking aids. The exact setup depends on the system, the vacancy and the recruitment team. Two companies using the same vendor can run very different processes.

A hard screening question may matter more than any CV keyword. For example, a statutory registration or right-to-work answer can be an actual eligibility boundary. Public advice should separate those conditions from preferences that can be supported through transferable evidence.

A compatibility tool can compare the supplied CV and job description. It can check whether important requirements are evidenced, whether relevant terms appear naturally, whether headings and dates are readable, and whether extraction produces coherent text.

The resulting number is a summary of those defined checks. Its value comes from the explanation behind it: which evidence is unclear, which term is missing, which section may parse badly and which apparent gap is actually a hard requirement.

A person may have strong evidence in different language. An administrative manager who coordinated urgent cases may support prioritisation and decision-making requirements even if the vacancy uses the phrase 'operational triage'. Keyword coverage can improve by translating that genuine evidence accurately.

The reverse is also possible. Repeating 'project management' does not prove delivery. A strong score should reward supported evidence and penalise keyword stuffing rather than counting words alone.

Treat it as a revision map. Fix readable structure, surface strong evidence, use accurate role terminology and rerun the check. Do not contort the CV to chase one number or add claims that would fall apart in an interview.

The final application must still be reviewed against the employer's instructions. A clear PDF or Word export, correct screening answers and an honest explanation of relevant experience matter more than a cosmetic perfect score.