📄 Tailor Your CV To Any Job In 10 Minutes

You don’t have one CV. You have one work history, and lots of different CVs hiding inside it.

The school office job and the customer service job and the stint helping your brother-in-law run his plumbing firm… those same years can be told as “organised administrator”, “calm frontline problem-solver” or “small-business all-rounder”, depending on which parts you bring forward. All three are true. The tailoring question is simply: which true version does this job need to hear?

Everyone knows tailoring works. Recruiters skim, generic CVs vanish into the pile, and the CV that mirrors the job ad’s own priorities gets the interview. The reason most people send the generic one anyway is that tailoring used to cost an evening per application, and nobody has forty evenings.

That’s the cost AI removes. Not by writing you a fictional CV - by reading your real one against the specific ad and re-telling your true story with the right parts at the front. Ten minutes, properly done. Here’s the method.

The Paste-Both Method

Three steps, one rule. You’ll need your current CV (any state, honestly - “embarrassingly out of date” is fine) and the job ad, both pasted into the same message. That’s the trick most people miss: they paste the CV and describe the job, or paste the ad and summarise themselves. Paste both, in full. The whole method rests on the AI reading them against each other.

Step 1: The Gap Read. Before any rewriting, you get an honest comparison: where your CV already matches what they’re asking for, where you have the experience but your CV hides it, and where there’s a genuine gap. How: the prompt below asks for this first, as its own section - read it before you look at the rewrite. The non-obvious bit: the middle category is where nearly all the value lives. Most people don’t have a gap problem, they have a translation problem - the experience is in there, filed under the wrong words. You ran the rota, handled complaints and trained the new starters, but the ad says “workforce planning”, “stakeholder management” and “coaching”. Same facts, different dialect.

Step 2: The Reframe. Now the rewrite: your bullet points reordered and reworded so the most relevant experience leads, using the language the ad uses. How: the prompt tells the AI to keep every fact from your real CV and change only emphasis, order and phrasing. The non-obvious bit is the rule that makes this whole method safe, so let’s give it its own line:

The honesty rule: AI reframes your real experience. It never invents any. No new jobs, no new qualifications, no inflated titles, no “led a team of 12” when it was you and Barbara on Thursdays. This isn’t just ethics (though it is that): invented CVs collapse in interviews, and they collapse at the exact moment you can least afford it - in the room, being asked a friendly follow-up question about something you never did. Reframing, on the other hand, is what every good career adviser has always done. You’re allowed to tell your true story well.

Step 3: The Sense Check. You read every line of the output and ask one question per line: “could I talk about this for two minutes if asked?” How: anything that makes you wince, overclaims, or just doesn’t sound like you - change it or cut it. Then fix the details AI can’t know: dates, spellings of employers’ names, your postcode. The non-obvious bit: this step is also interview prep in disguise. The lines that survive your sense check are exactly the stories you’ll be asked about, so you’ve just previewed your own interview. Ten minutes tailoring, and you’ve accidentally started preparing too.

The full CV-tailor prompt

Here’s the whole method as one prompt. Works in Claude (my home) and ChatGPT alike.

Nick this one:

I'm going to paste in my current CV and a job ad. Tailor my CV to this specific job.

THE HONESTY RULE (non-negotiable): you may reframe, reorder and reword my real experience. You may NEVER invent, exaggerate or add anything - no new duties, skills, results, titles or dates. If something important is missing, tell me it's missing; don't fill the gap.

MY CURRENT CV:
[PASTE YOUR WHOLE CV]

THE JOB AD:
[PASTE THE WHOLE AD]

Give me:

1. GAP ANALYSIS
   - STRONG MATCHES: where my CV already fits what they want
   - HIDDEN MATCHES: experience I have that my CV undersells or files under the wrong words - this is the important one
   - REAL GAPS: what I genuinely don't have, and whether each looks load-bearing or nice-to-have

2. TAILORED REWRITE
   - A 3-4 line professional summary aimed squarely at this role
   - My experience section with bullets reordered and reworded so the most relevant things lead, echoing the ad's own language where it's honest to do so
   - Keep it to 2 pages' worth. UK conventions: no photo, no date of birth. Plain confident wording - no "passionate", "dynamic" or "results-driven" padding.

3. FLAGS
   - Mark any line where you were unsure my original CV supported the claim, so I can check it
   - Ask me up to 3 questions whose answers would strengthen this CV further

4. THE ONE THING - if I only changed a single section, which and why.

In a rush and applying tonight? The paste-and-go version:

Nick this one (quick version):

Here's my CV: [PASTE]. Here's the job ad: [PASTE]. Rewrite my CV tailored to this job. Reframe my real experience only - invent nothing, flag anything you're unsure I've actually done. Lead with what's most relevant, echo the ad's language where honest, UK format, 2 pages max.

And once the CV’s done, the cover letter is a 30-second add-on in the same chat, because the AI already has everything it needs:

The cover-letter add-on (same chat):

Now draft a short cover letter for this application - under 250 words. Structure: why this role interests me [ADD A GENUINE LINE ABOUT WHY, IN YOUR OWN WORDS], my 2-3 most relevant strengths from the CV above, and a warm confident close. Same honesty rule. Sound like a person, not a template - and no "I am writing to apply for".

That bracket in the middle matters: give it one genuine sentence about why you want this job. That single human sentence is the difference between a letter that reads like you and a letter that reads like everyone.

What good input looks like

Say you’re a school administrator applying for a patient services coordinator role at a GP practice. You paste your full CV - including the bullets you think are boring, like “managed the absence line” and “coordinated parents’ evening bookings for 400 families”. You paste the whole ad, which asks for “experience managing high volumes of enquiries with empathy and confidentiality”.

The gap read spots what you’d never have connected: the absence line is high-volume frontline enquiries from anxious people, parents’ evening is appointment scheduling at scale, and working with safeguarding records is confidentiality experience. Nothing invented - just your Tuesday, translated into their Tuesday. That’s the method working exactly as it should.

Honestly, the limits

It won’t fix a CV that’s missing its facts - if your CV says “admin duties” and nothing else, the AI has nothing to translate, so give it detail (even messy detail) to work with. It won’t guarantee interviews; tailoring improves your odds per application, sometimes dramatically, but hiring stays part lottery and a rejection isn’t a verdict on you. It can’t know your dates, numbers and employer names are right - check them yourself, because “AI typo on my own job title” is not the first impression you want. And it absolutely will invent things if you skip the honesty rule, which is why the rule is welded into the prompt.

Short on time? Do this bit

Run the gap analysis alone - even if you change nothing tonight. Seeing your hidden matches listed out is worth the ten minutes by itself, because most people’s real problem isn’t a weak CV… it’s a true story, badly filed.

Haven’t decoded what the ad’s really asking for yet? Do that first with 3 Ways To Use AI When You’re Job Hunting - the Decoder feeds this method beautifully. And when the interview invitation lands (it will), head straight for Practise The Interview Before The Interview. Go tell your story properly. ✨