What an ATS score is worth, and what it is not
Coverage percentages are a useful diagnostic and a terrible target. Here is how to read one.
Tools that score your CV against a posting are useful, including ours. They are also routinely misread as a probability of getting hired, which they are not.
What the number measures
A coverage score compares the terms in a job posting with the terms in your CV, usually weighting stated requirements above nice to haves. Eighty per cent means you have four out of five of the words. That is all it means.
No vendor publishes a real ATS score, because no two systems rank the same way. Anyone selling you a precise number is selling a guess with decimal places.
Why it is still worth running
The value is not the score, it is the missing list. When the same three terms are absent across six postings, you have found a pattern worth acting on. One posting wanting Kubernetes is noise. Six wanting it is a decision about what to learn next.
Where it misleads
- It rewards vocabulary, not evidence. You can score ninety and interview badly.
- It cannot tell a required skill from a wish list item unless the posting is well structured, and many are not.
- It will happily reward you for words you cannot defend, which is the fastest way to waste an interview slot.
A sensible target
For roles that genuinely fit, aim to clear eighty five per cent using only terms you can defend. If you cannot get there honestly, the score is telling you something real about fit, and the answer is a different role or a specific skill, not a longer list.
Find roles that actually fit
Upload your CV and AgentFlow AI reads your field, level and skills from it, then matches you against thousands of live postings. The file is parsed in your browser and never uploaded.
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