18 OCT 2026
How to Ask AI if a Job Is Right for You
AI will happily tell you that a job looks like a strong match. Two examples, and a prompt to copy, show what changes when you ask better questions first.
By Anna Soelberg
Founder, - 7 min read
You saw an interesting role.
Chances are, you copied the job description into ChatGPT or Claude, attached your CV and asked:
“What do you think?”
And chances are, AI thinks it is a great opportunity for you.
It highlights your relevant experience, transferable skills and reasons you could be a strong candidate. Perhaps it identifies a couple of gaps before offering to tailor your CV.
But how much has it really understood?
Take two examples: fictional candidates and typical job advertisements. The AI responses below illustrate how the assessment could change when you ask better questions.
Example 1. The perfect CV match. Or is it?
Sarah: Marketing Director, 12 years of experience, currently managing a team of 12.
The job: Head of Marketing at a growing tech startup in Copenhagen.
The advertisement describes an opportunity to build the company's marketing function from scratch, experiment with channels and drive growth. It explicitly asks for a hands-on approach, startup experience and an on-site presence.
Sarah asks ChatGPT:
Here is my CV and the job description. Would I be a good fit?
AI might respond:
Your extensive marketing leadership experience, brand development expertise and international background make you a strong candidate. This could be an exciting opportunity to lead marketing in a growing technology company.
Sounds promising.
But here is what AI does not know.
Sarah loves developing marketing strategy and leading established teams. She has little interest in returning to hands-on campaign execution. She also wants hybrid working.
Now she tells ChatGPT:
Reassess this opportunity knowing that I want to lead a team, focus on strategy and work in a hybrid arrangement. Identify any conflicts between these preferences and the actual job description.
The assessment changes:
Your experience is relevant, but three things deserve attention:
- The company wants someone to build marketing from scratch. Your preference is to lead an established team.
- The advertisement explicitly requires hands-on execution.
- The position is advertised as on-site, which conflicts with your hybrid preference.
Your CV also does not demonstrate the startup experience the employer requests.
What Sarah should ask the recruiter:
“How is the marketing team currently structured, and what is the expected split between strategic leadership and hands-on campaign delivery during the first six to twelve months?”
That answer could determine whether she wants to pursue the opportunity.
The lesson: Your CV shows what you have done. AI cannot assume that you want more of the same.
Example 2. Same skills, new industry. But is it the right move?
Alex: Eight years in financial planning and analysis at a large consumer services company. Strong budgeting, forecasting, SAP and Power BI experience.
The job: Finance Business Partner, Manufacturing, at a renewable energy manufacturer.
The advertisement asks for financial analysis, forecasting and business partnering, with a strong focus on manufacturing performance: productivity, labour effectiveness, inventory and operational costs.
Alex is excited about renewable energy. He asks ChatGPT:
I want to move into renewable energy. Am I a good candidate?
AI might respond:
Your FP&A expertise, business partnering experience and knowledge of SAP and Power BI provide a strong foundation. Your finance skills are transferable across industries, making this an opportunity worth pursuing.
Encouraging. But it answers the question Alex asked, not the one he needs answered.
Here is what AI does not know. Alex is drawn to renewable energy because he wants his work to matter. What he enjoys most is shaping strategy with senior leaders. Detailed cost tracking is the least interesting part of his week.
Alex tries again:
Compare every essential requirement in this advertisement with the evidence in my CV. Identify which requirements I clearly meet, which may be transferable and which are not demonstrated. Do not assume that general finance experience covers specialised requirements.
Then tell me what this job would involve day to day, knowing that I enjoy strategic work with senior leaders, find detailed cost tracking the least interesting part of my role and want my work to feel meaningful.
Now AI identifies two things:
Your FP&A, forecasting and financial modelling experience is relevant. However, your CV does not show experience with manufacturing costs, production efficiency or factory performance, which the role treats as central.
More importantly, much of this role is close tracking of operational costs and productivity. That is the part of finance work you say you enjoy least. The mission may feel meaningful to you, but the daily work may not.
So the question for Alex has shifted. He already knows he wants to work in renewable energy. He now needs to find out whether this role is the right way in.
What Alex should ask the recruiter:
“What does a typical month in this role look like, and how much of it is operational cost control compared with strategic work with leadership?”
He could also ask whether the company has finance roles closer to strategy or investment decisions.
The lesson: Being excited about an industry is not the same as wanting a particular job in it. AI needs to know which one you are asking about.
Your turn. Copy this prompt.
Next time you find an interesting vacancy, upload your CV and the job description.
Before you upload, remove personal contact details, colleague names and any commercially sensitive performance figures from your CV and notes.
If your version of ChatGPT does not allow document uploads, simply paste the text of your CV and the job advertisement into the chat instead.
Instead of asking “Am I a good fit?”, use this:
One more question worth asking
Once you receive the assessment, ask:
This is particularly useful when you are considering a new industry, a different type of role or an opportunity with an unfamiliar company.
Before you decide
AI can be excellent at comparing your experience with job requirements. But a CV and a vacancy are two incomplete documents.
The CV does not tell AI everything about you, and the advertisement does not tell AI everything about the job.
You need to fill in those gaps.
The first gap is often the harder one. Knowing what you want more of, what drains you and what you will not compromise on takes more thought than most of us give it while scrolling through job listings. That is what Career Discovery is built for. It maps your strengths, transferable skills and future priorities, then shows the realistic directions where you would be at your best. Bring that to your next job check, and AI has far more to work with than your CV.
The most useful result of an AI job assessment is not necessarily a recommendation. It might be the three questions you now know to ask.