🗓️ One Month To A Better Job (With AI Doing The Heavy Lifting)

Most job hunts don’t fail in the interview room. They die quietly in week two, at the kitchen table, somewhere between the fourth CV rewrite and the ninth cover letter that starts “I am writing to express my interest”.

Here’s the thing nobody says out loud: job hunting is itself a job. An unpaid, part-time admin job - decoding vague job ads, tailoring documents, tracking applications in your head, drafting follow-ups you never send - stacked on top of your actual job and your actual life. People don’t quit job hunts because they stop wanting a better job. They quit because the admin grinds them down.

Which is exactly why AI changes the maths. The admin is the part AI is genuinely brilliant at. Hand it over, and the energy you’d have burnt on formatting and phrasing goes into the two things only you can do: deciding what you want, and showing up for it.

So here’s a four-week plan. Four weeks isn’t a magic number and I’m not promising you a signed contract by day 30 - the market gets a vote. What four weeks gives you is momentum with a deadline, which beats “I should really update my CV” lasting until Christmas.

The Four A’s

One A per week: Audit, Aim, Apply, Answer. Each week has one job, one key prompt, and one mistake to dodge.

1. Week one: Audit. What it is: a proper stocktake of what you’ve actually done, before you point it anywhere. Most people skip this and go straight to polishing their old CV, which just produces a shinier version of the same undersold story. How to do it: have Claude interview you. Give it your old CV (or nothing at all) and let it dig - it will pull out achievements you’d forgotten and numbers you didn’t think counted. The output is one long “master CV” holding everything. The non-obvious bit: the master CV never gets sent to anyone. It’s the quarry, not the sculpture - every application from now on gets carved out of it in minutes instead of written from scratch in hours.

2. Week two: Aim. What it is: deciding where you’re actually pointing - roles, sectors, and a shortlist of ten to fifteen real openings. How to do it: collect job ads that catch your eye, even vaguely, and have Claude decode them: what each one is really asking for underneath the buzzwords, how you stack up, and which gaps are closable in a fortnight versus a year. The non-obvious bit: aim at fewer jobs than feels safe. Ten tailored applications beat fifty scattergun ones so reliably it’s almost unfair - and the scattergun approach doesn’t just waste time, it wrecks morale, because fifty generic applications generate fifty generic silences.

3. Week three: Apply. What it is: the production line - tailored CV, short cover letter, submitted, logged, next. How to do it: for each shortlisted job, give Claude the ad plus your master CV and have it build the tailored version, then a cover letter that sounds like a person. Keep a simple tracker (Claude will happily build the table: role, company, date sent, status, follow-up due). The non-obvious bit: give Claude one standing order in writing - reorder and rephrase what’s true, never invent what isn’t. Tailoring means putting your rota-building experience first for the ops job and your training experience first for the team-lead job. It never means claiming skills you don’t have, because interviews have a way of finding out.

4. Week four: Answer. What it is: interviews and decisions - the part where you talk. How to do it: rehearse with Claude as your coach (there’s a whole guide on that below, it’s worth the detour), then use it after each interview too: debrief what went well, draft the thank-you note, and when an offer lands, compare it honestly against what you’ve got now - money, commute, growth, the Sunday-night feeling. The non-obvious bit: week four almost never lands tidily in week four. Interviews trickle in during weeks five and six, and that’s the plan working, not failing. From week three onwards you’re running Apply and Answer in parallel - it’s a loop, not a straight line.

The whole plan in one block

Save this somewhere you’ll see it, or paste the whole thing into Claude and say “this is my plan for the next month - be my accountability partner and start me on week one”.

Nick this one, the full month:

MY FOUR-WEEK JOB MOVE PLAN

WEEK 1 - AUDIT (goal: one master CV holding everything I've done)
Key prompt: "You're a career coach helping me build a 'master CV'. Interview me
about my work history, one question at a time - roles, responsibilities, and
especially achievements with numbers (money saved, time saved, people trained,
problems fixed). Push me on the 'that doesn't count' stuff, because it usually
does. Here's my old CV to start from: [PASTE, or say 'starting from scratch'].
After about 15 questions, build the master CV. Long is fine - nobody sees this
version but us."

WEEK 2 - AIM (goal: a shortlist of 10-15 real jobs I actually want)
Key prompt: "Here are [3-5] job ads I'm drawn to: [PASTE THEM]. For each one
tell me: what they're really asking for in plain language, how I match it
based on my master CV, and any gap - marked 'closable in weeks' or 'needs
longer'. Don't flatter me: a weak match called early saves me a wasted week.
Then tell me what these choices say about what I'm actually looking for, and
suggest 2 job titles I should be searching for that I might not have tried."

WEEK 3 - APPLY (goal: every shortlisted job gets a tailored application)
Key prompt: "Here's a job ad [PASTE] and my master CV [PASTE]. Build a tailored
one-to-two-page CV for this exact role: reorder and rephrase what's true,
never invent anything, and flag any requirement in the ad I don't cover so I
can decide how to handle it. Then a cover letter under 250 words that sounds
like a person, not a template. Then add this application to my tracker table."

WEEK 4 - ANSWER (goal: rehearsed for every interview, clear-eyed on any offer)
Key prompt: "I've got an interview for [ROLE] on [DATE]. Build me a prep pack:
the 6 most likely questions with bullet-point answer plans drawn from my master
CV, 3 smart questions to ask them, and one thing about the company I should
know. After the interview I'll come back and debrief with you."

STANDING RULES FOR THE MONTH
- Claude drafts, I decide. Nothing goes out unread.
- Never invent experience. Reorder, rephrase, and choose - that's tailoring.
- 30 minutes a day beats 4 hours on a guilty Sunday.
- Every Friday: "Review my tracker with me. What's stalled, what needs a
  follow-up nudge, and what's the plan for next week?"

A worked example, so you can see the input

Say you’re an admin assistant at a builders’ merchant and you want to move into HR. Your week-one interview answers might surface: you handle the new-starter paperwork nobody else understands, you quietly sorted the holiday-clash chaos with a shared calendar, and you’re the person people come to before they’ll go to head office. None of that is on your current CV, because it all filed itself under “just stuff I do”. By week three, the tailored CV for an HR administrator role leads with onboarding, systems and confidential problem-handling… same person, same facts, completely different document. That’s the plan doing its job: not making you sound better than you are, making you sound as good as you already are.

What this can’t fix

Straight talk, because job guides that promise the moon are part of the problem. AI does the paperwork; it cannot want the job for you, sit in the interview for you, or make a slow market hire faster. Some weeks you’ll send five applications into silence, and no prompt fixes that - persistence does. A month gets you momentum, a system, and materials that finally do you justice. For some people that’s an offer by week six. For others it’s being genuinely ready when the right ad appears in month three. Both count as the plan working.

And one hard rule that bears repeating: never let AI invent experience. It will if you ask it to. Don’t ask it to.

The one to nick first

Do week one. The master CV interview takes one evening, costs nothing, and even if you abandon the rest of the plan, you’ll own a document that makes every future application - this year or next - ten times faster.

When the interviews start landing, Practise The Interview Before The Interview picks up exactly where week four begins.