How to turn your resume and a job description into an interview preparation pack

Updated Oct 22, 2026 · 5 min read

A useful preparation session starts with the job you are applying for and the experience you can discuss honestly. The free resume preparation tool brings those two documents together. It produces an editable draft that you can review, copy or download without creating an account.

Start with the two source documents

Paste the text of your resume and the target job description into the tool. Remove contact details and anything you do not want processed before you submit. You can add a role title or seniority when the description does not make them clear. The form shows the current text limits and free-use allowance.

The tool processes your submission with AIIA's model provider. AIIA does not save the documents or generated pack as a report by default. Provider processing and retention depend on the provider's policies and configuration. Reset clears the inputs and result held on the page.

Read the evidence map before practising

The pack maps job requirements to evidence in your resume. A supported requirement has source evidence. Partial evidence needs more detail. Evidence not provided means the resume does not establish the requirement. It does not mean you lack that ability.

AIIA checks returned quotations against the supplied resume before displaying them as source excerpts. That check establishes where the words came from. You still need to decide whether the excerpt is relevant and whether the proposed interpretation is fair.

A synthetic example

Suppose a fictional resume says, 'Built Python scripts to reconcile daily support tickets.' The fictional job description asks for Python and SQL. The Python quotation gives you an experience to discuss. If the resume says nothing about SQL, prepare a clarification about your actual SQL experience. Do not add an invented database project just to fill the gap.

Use the questions to prepare your own answers

The draft includes questions tied to the role's requirements and a follow-up for each. For a suggested experience, note what happened, what you personally did, and what you learned. Only include outcomes or numbers you can support. The tool does not write a candidate answer or predict what an employer will ask.

Edit the pack to remove irrelevant questions and add context that was missing from the documents. Copy or download the edited version. The practice link opens Just One Interview, our interview practice app, where you sign in or create an account. The resume pack is not carried over, so copy the questions you want first.

Can AI prepare you for technical interviews?

Yes, AI can help you prepare for technical interviews, as a coach and not as a replacement for real practice. It can run a mock interview, give you coding practice prompts, explain an algorithm or a system design idea, and review a solution you wrote and give feedback.

• Ask it to play the interviewer and question you on a topic from the job description.
• Ask it to explain an algorithm or a design idea in simpler words, then explain the idea back in your own.
• Write a solution yourself first, then ask it to review the code and point out gaps.
• Ask it to point out where your spoken explanation skipped a step, then explain it again.
• Ask it for follow-up questions on a project from your resume, which is what the preparation pack does for each requirement.

Know the limits. AI can be wrong, so check its explanations against a source you trust. It cannot replace solving problems yourself under time pressure, and it does not know what a particular employer will ask. The preparation pack maps a job's requirements to evidence in your resume and drafts questions, but it does not write your answers or predict what an employer will ask.

For a technical role, work through the evidence map in order. For a requirement with supported evidence, prepare a one minute story about what you did. For partial evidence, add the missing detail, such as the size of the problem or your own part in it. Where the resume shows no evidence, decide whether to study the topic or to ask the recruiter how much it matters. Keep a short list of the three projects you can explain most clearly, and be ready to say what you would change if you built them again.

To practise saying your answers out loud, Just One Interview, our interview practice app, runs a spoken practice interview in your browser, asks follow-up questions and gives a scored report. It is free to start with no card, and runs in English.

What this pack cannot establish

It is not an ATS score, a hiring probability or a verified assessment of your ability. A short or contradictory job description may leave important questions unanswered. Treat those gaps as things to ask the recruiter, and check the draft against the original documents before using it.