What an ATS score can catch

Scanner tools are useful for basic hygiene. They can flag missing terminology, obvious formatting problems, or a CV that never mentions the required stack.

That makes them a helpful first pass, especially when a candidate is applying across several similar job descriptions.

The limit is simple: keyword presence is not the same as credible evidence.

What real fit diagnosis checks

A stricter fit review asks whether the current CV supports the target lane, seniority, environment, and proof burden. It separates strong evidence from weak implication.

For Germany-focused applications, it also checks trust signals that keyword tools usually flatten: language expectations, location friction, work authorization, hybrid constraints, and whether the profile looks too broad for the role.

That is why a CV can score well in a scanner and still under-convert with hiring teams.

Use both, but in the right order

Use an ATS scanner to catch missing vocabulary. Then use fit diagnosis to decide whether the document is actually convincing.

If the score is high but interviews are weak, stop adding keywords. Look for proof gaps, mixed identity, seniority mismatch, and wrong-lane applications.

The Job Clinic report is built for that second layer: the point where the CV looks close, but the market is still not responding.

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