Which of the Three Resume Problems Do You Actually Have?
The question is usually asked as though it had one answer, and it does not, because people arrive at it stuck in three different ways. You do not know what to say. You know what to say but cannot phrase it. Or you do not know what this employer wants. A drafting tool is genuinely good at the second problem, useless at the first, and actively misleading on the third. Working out which one you have takes about two minutes and settles the question better than any general verdict.
Problem one: you do not know what to say
This is the most common and the least well diagnosed. You sit down to write about a job you did for three years and your mind produces “managed daily operations”. Not because you did nothing, but because the specifics have gone flat — you cannot retrieve the particular things you fixed, changed, or handled.
A drafting tool cannot help with this, and the way it fails is the problem. Asked to write about a role it knows nothing about, it produces bullets about a plausible person in that role. Those bullets read well. Some of them are even approximately true of you. And they are now the thing you are editing, which means you have replaced the job of remembering with the job of vetting somebody else’s invention line by line. That is more work and it produces a worse document, because the specifics that would have made you distinctive were never recovered.
The actual fix is dull and takes twenty minutes. Write, in whatever words come out, what the job involved: who you reported to, what you were responsible for, what a normal week contained, the two or three things that went wrong and what you did about them, anything you set up that outlasted you. Most people find the specifics come back once they stop trying to write resume prose. That written record is the input everything else depends on, and until it exists there is nothing for a tool to work with.
Problem two: you know what to say and cannot phrase it
This is a real skill gap and it is the one where a tool earns its place. You have your notes. You know exactly what you did. What you have is a sprawling sentence with three clauses, or a bullet that is accurate and reads like a job description, or a paragraph you have rewritten four times without improving.
Compression, plain-word substitution, and reordering are things a language model does well and quickly. Cut this to under twenty words without losing any specific fact. Which words in this sentence would mean nothing to someone outside my company? Put the part about the reporting first. All three are subtractive or structural, which is why they are safe: a request that can only remove or rearrange cannot introduce a claim.
The one rule is that the instruction must forbid addition explicitly, because “make this stronger” is answered by claiming more. The granularity and the prohibitions are worked out in detail in getting the unit of work right when you ask for a rewrite, and the short version is: one line at a time, and name what may not change.
If this is your problem, the answer to the question is straightforwardly yes, with that constraint.
Problem three: you do not know what this employer wants
You have the material and you can write it. What you cannot decide is what to lead with, how much of the career change to explain, whether the eighteen-month gap needs addressing, whether the volunteering earns space, which of your two plausible directions this application is.
A tool will answer all of these confidently, and its confidence is the hazard. It has no information about the organisation, the role’s real priorities, the reviewer, or the market you are in. What it produces is the most typical answer, which by definition is not tailored — and tailoring is the entire content of problem three.
Worse, its typical answer tends toward the generic-professional: lead with a summary, foreground leadership, quantify everything. Follow that and you get the average resume, which is precisely the document that fails to make a case.
The available approach here is reading the posting properly and deciding for yourself what the role is actually about, then checking whether your page says you have done those things in words a stranger would recognise. Where it does, move that material up. Where it does not, fix the writing rather than the keyword count. This is judgement, and it does not delegate.
What the three-way split changes about the ethics question
Most of the worry attached to this question comes from imagining problem one being solved by a tool — a document written about a person who does not exist, submitted as fact. That worry is correct, and it is a worry about what the document claims, not about what typed it.
Once you separate the problems, the ethical question becomes narrow and easy to check: does every sentence on the page describe something you did, in a way you could talk through in a conversation with no notes in front of you? If yes, the tool involved is irrelevant. If no, it would be equally a problem had you written it longhand. That framing, and where the genuine exceptions sit, is set out in the line being what you signed up to rather than whether AI touched it.
A two-minute diagnostic
Open your notes for one role and try to write three bullets by hand. Then look at what stopped you.
Nothing came out at all. Problem one. Go back and write about the job in plain sentences before touching a tool.
Something came out and it is clumsy. Problem two. This is the case a tool handles well. Give it your clumsy version, forbid additions, ask for three plainer options.
Three good bullets came out and you cannot decide which to keep or where to put them. Problem three. Reread the posting; the decision is there, not in a chat window.
Most people find they have problem one and have been trying to solve it as problem two, which is why the output keeps coming back generic no matter how the prompt is worded. And whichever problem you had, the last step is the same either way: read the finished page line by line asking how you know each thing and who would say the same — the sceptic’s pass — because that is also most of your interview preparation.