How to match a resume to a job description without making things up

Clients read a resume against their job description. A candidate with the right experience can still look like a poor fit if the resume describes that experience in different words. Tailoring fixes that. The risk is that tailoring slides into adding things the candidate never did.

Work from the job description, line by line

List the requirements the client actually wrote. For each one, find the line in the resume that answers it. You will end up with three groups: clearly met, met but worded differently, and not met.

Reword only the middle group

For requirements that are met but worded differently, bring the resume's wording closer to the client's. "Worked on backend systems" can fairly become "built and maintained backend services" if that is what the candidate did. The fact stays the same; the description gets clearer.

Leave the gaps as gaps

If a requirement is not met, do not write it in. Tell the client, and say what the candidate offers instead. Recruiters who are straight about gaps get their submissions read; those who are not get checked line by line from then on.

Keep a record of what changed

Be able to show the candidate and the client exactly which lines you changed. Asking a chatbot to "rewrite this for the job" fails here, because it rewrites everything and you have to hunt for the differences.

How Cntrlall handles it

Match resume to job shows each suggested change next to the original. You accept, skip or edit each line, and only the lines you accept go into the Word file. It never adds experience: every change comes from the resume, and you approve it.