AI CV improvers: what they actually do, and how to choose one

An AI CV improver takes the CV you already have and rewrites it: clearer structure, tighter sentences, the language recruiters look for. That is the whole job, and done well it is worth more than another template. Done badly, it produces a document that reads like a brochure for somebody who is not you.

Here is what actually happens inside these tools, and how to tell which kind you are looking at.

The three kinds of AI CV tool

Improvers and rewriters. You give it your existing CV — upload a file or paste the text — and it returns a restructured version. This is the category worth your money if you have real experience that is badly presented.

Builders and generators. You fill in a form and it assembles a CV from templates. Useful if you have nothing written at all, and "AI CV builder", "AI CV maker" and "AI CV creator" usually mean this. The output is only as specific as the form you filled in, so most of the work is still yours.

Checkers and scorers. They compare your CV against an advert and report missing keywords, or give you a number out of 100. The number is invented. The keyword diff is genuinely useful, so use these as a spell-check, not a verdict.

What AI is genuinely better at

• Cutting "responsible for" out of every line and rebuilding those sentences around outcomes.
• Keeping tense, date format and punctuation consistent across four pages when you have been editing for two hours.
• Doing the boring tailoring work: taking an advertised list of duties and checking which of them you can honestly claim.
• Compressing three lines into one without losing the fact in it.

That is a lot of small work. Most CVs improve measurably from it alone.

Where it goes wrong

It invents. Given a thin CV, a language model will happily improve it by adding plausible detail: a percentage, a team size, a certification. You then go into an interview defending a number you never had.

It flattens your voice. Left unchecked, everything becomes "results-driven professional with a proven track record". The one thing your CV needed — a specific person — disappears.

It over-optimises for keywords. A document stuffed with an advert's phrases scores well in a checker and reads like spam to a human being, who is still the one deciding.

It cannot guarantee formatting. An improver rewrites words; it does not know whether the file it hands back survives an applicant tracking system. That depends on layout and file type, which you have to check.

A five-minute test for any online CV improver

1. Plant a fact and see if it survives. Put an unusual number in your CV — "cut invoice processing from nine days to three". If the rewrite turns it into "improved invoice processing efficiency", the tool is smoothing away your evidence.
2. Look for numbers you did not supply. Any figure that is not in your original is a fabrication. One is enough to distrust the whole output.
3. Read the opening line aloud. If you would not say it about yourself to a person, rewrite it.
4. Check your job titles and dates. Tools that silently retitle a role ("Sales Assistant" becoming "Sales Executive") create a lie the employer will find in a reference check.
5. Ask what you get. A Word file you can edit matters more than a beautiful PDF you cannot change. Most job boards want one or the other, and you will want to tailor it later.

What to check before you pay

• Preview before payment. You should be able to read the whole rewritten CV before any card details are entered. Charging first is the single biggest complaint about this category.
• Source-only rewriting. The tool should be able to say, honestly, that it adds no facts that were not in your original.
• A one-off price. CV writing is not a subscription. If the page asks for a monthly fee to download your own document, close it.
• Editable export. PDF for sending, Word for editing.
• Where the file goes. Your CV contains your address and phone number. Look for a plain statement about storage and deletion.

What CVPerfect does, plainly

We are an AI CV improvement service with one honest constraint: the refined CV is built only from what is in the CV you give us. No invented achievements, no padded job titles, no fabricated metrics.

You upload a file or paste the text, see the finished CV before paying, then pay once from £0.99 to download it as a PDF and an editable Word file. There is no subscription and no account to manage. If the rewrite is not better than what you started with, you have lost nothing but a few minutes — which is the point of showing it to you first.

Improve my CV now