How to use AI in your job search without sounding like everyone else

AI did not exist as a job search tool when I started recruiting. It does now, it is free, and it is sitting in your browser right this second.

It is also the reason a lot of good candidates are getting rejected.

Both of those things are true at once, and which one you get depends on a decision you make before you type anything.

The shift I have watched happen

From my side of the desk, the change has been dramatic and it has gone the opposite way to what you would expect.

Applications per role have gone through the roof. People apply faster, broader, with less friction. But the quality of what reaches us has dropped.

The reason is that most people are using AI to write their applications for them. They paste the job ad into ChatGPT, ask for a cover letter, and hit send. What comes out is technically correct, perfectly grammatical, and completely forgettable. It sounds like every other cover letter in the pile, because it was produced the same way as every other cover letter in the pile.

The candidates standing out right now, and I mean genuinely standing out, understand a distinction most people miss.

They use AI as a strategist, not as a ghostwriter.

They let it do the thinking work: the research, the gap analysis, the preparation. Then they bring their own voice to everything a hiring manager will actually read.

That distinction plays out differently at each stage of an application.

Research: twenty minutes that used to take hours

This is where AI changes your position the most, and it is the stage people skip.

Before you apply, paste the job description in and ask what questions the hiring manager is probably hoping you will answer in your application. That alone will reframe how you write.

Then, separately, search the company. Ask for a summary of their recent news, any press releases, who their competitors are, and what their culture is known for. Cross-reference what you get against their LinkedIn page, their Glassdoor reviews and their website.

You are hunting for the things you can reference in an interview that prove you did not just skim the homepage.

I notice when someone does this. When a candidate says to me "I saw you recently launched into a new category," or "I read the team went through a restructure last year, how is the culture sitting now?", that person moves up my shortlist immediately. Not because they are better than the other candidates. Because they cared enough to arrive prepared, and that tells me something about how they will show up at work.

Your application: audit it, do not outsource it

This is where people either underuse AI or badly overuse it, and the line between the two matters enormously.

Take your current resume and the job description. Paste both in, then ask two questions:

What keywords and skills in this job description are missing or underrepresented in my resume?

How could I reframe my existing experience to speak better to what this role requires?

Take notes on the answers. Then go back and make the edits yourself, in your own words.

Do not ask AI to rewrite your documents. Ask it to audit them. That distinction is the whole thing.

Your cover letter especially should read like you sat down and wrote it for this specific role on this specific day, because in a pile where everything sounds the same, the one that sounds like a real person wrote it for a real reason is the one that gets read properly.

A rule of thumb I give candidates: if you would be embarrassed for the hiring manager to know AI helped you write it, rewrite it. If AI helped you think more clearly and the words on the page are yours, that is not cheating. That is preparation.

Interview practice: the one almost nobody does

This is my favourite use of AI in the entire job search, and most people are still not doing it.

Paste the job description into ChatGPT or Claude and say: I have an interview for this role next week. Give me five behavioural interview questions based on the skills and experience in this job description, one at a time, and give me feedback on my answers.

Then answer out loud. Not in your head. Out loud, as though you are in the room.

That part is not optional and it is not me being precious. The gap between knowing something and being able to say it clearly under pressure is real, and the only thing that closes it is having said the words before. After each answer you will get told what landed and what was vague.

Do it twice. By the second round your answers are sharper, you are calmer, and you have covered the ground before you walk in.

One more prompt worth running: ask whether there are gaps between your experience and this role that an interviewer is likely to probe. Then prepare an honest answer for each one. They will ask. Having a considered response to your own weak spots is far better than being caught flat-footed.

It is a practice partner available at 11pm the night before, which, if you are anything like me, is exactly when you need one.

If the first interview is an AI

This is becoming standard, so it is worth knowing. If you are asked to complete an asynchronous or AI video interview, you are being assessed by an algorithm before any human watches.

Look directly at the camera, not at your own face on the screen. Structure your answers using situation, action, result, because that is the framing these tools are trained to look for. Speak at a measured pace and pause between points. A slightly slower, clearer delivery scores better than a fast, nervous one, and silence is not the enemy you think it is.

What none of it can do

I want to finish on this, because it is easy to lose sight of when you are deep in strategy mode.

The most important thing you bring to an application and an interview is not your keywords, your formatting or your optimised resume. It is you. Your perspective, your energy, your actual interest in the work.

AI can help you think more clearly. It can help you articulate what you already know. It can save you hours and stop you missing something obvious. All of that is genuinely useful.

It cannot replicate the moment in an interview when you lean forward because you care about what the person just said. It cannot replicate a cover letter written by someone who has actually lived what the role requires.

So use every tool available. Show up prepared, strategic, keywords in place, answers rehearsed. Then put all of it aside the moment you walk in, and just be present.

That is still what gets people hired.

Career Kit has a full module on this, including the prompt library I give candidates and the worksheets that go with it. You can find it at careerkit.com.au.