Prepare for interviews with questions grounded in your resume
Get the questions an interviewer is likely to ask for this role, based on your resume, with talking points and a role-fit read. Practice what this interview will actually cover.
Questions, and a gap to prepare for
Each question comes with a focus area. Skill gaps get their own note: a skill the job wants that your resume does not show, which is exactly the one to prepare for.
Interview prep: Backend Engineer, Larkspur Labs
“Walk me through how you keep payment records accurate.”
Focus area: Data reliability
“You built a REST API for refund lookups. How did you decide what it should return?”
Focus area: API design
Skill gap: Kafka
Why it matters: the job post lists it; your resume does not show it.
Preparation suggestion: say what you have used that is close, and how you would learn the rest.
What is resume-grounded interview preparation?
Interview preparation is the work you do before an interview to anticipate questions and rehearse strong, specific answers. Generic question lists only go so far. The most useful practice is tied to your actual background and the specific role you are interviewing for.
FitWright generates likely questions, talking points and a role-fit analysis from your resume and the job description. Because it starts from your resume, the answers you rehearse are about work you have listed.
How to prepare for an interview
Add your resume
Your experience is what the questions are built on.
Paste the job description
So the preparation targets what this interview is likely to cover.
Generate questions and talking points
FitWright produces likely questions, talking points and a role-fit analysis with AI.
Rehearse with focus
Practice the answers that matter most, with your own work as the evidence.
What it does, and what it won’t
What it does
- Lists likely questions for this role, based on your resume, with focus areas and suggested answer points.
- Suggests talking points drawn from your own experience.
- Gives a role-fit analysis: where you match, and the skill gaps to prepare for.
- Prints to a page you can take with you.
What it won’t do
- Write a script for you to memorize. The answers stay yours.
- Know the company’s real interview process. It works from the job description and your resume, nothing else.
What it costs
Interview prep for one role uses 12 credits. Add your own AI provider key in Settings and FitWright charges no credits for your AI use.
Interview preparation FAQ
How does FitWright generate interview questions?
It reads your resume and the job description together, then produces likely questions, talking points and a role-fit analysis based on your resume and the specific role.
Are the questions specific to my resume and the job?
Yes. Preparation is generated from both your resume and the job description you paste in, so it targets what this interview is likely to cover rather than generic trivia.
Does it write my answers for me?
It suggests talking points and angles from your experience. The answers are yours to shape; the goal is focused, honest practice, not a script.
What is a role-fit analysis?
A short read of where your resume lines up with the job and where it does not, including skill gaps. Use it to decide which stories to lead with and which questions to prepare harder for.
What should I do about the skill gaps it finds?
Prepare an honest answer: what you know that is close, and how you would learn the rest. Do not claim a skill you do not have; interviewers usually ask a follow-up.
Is interview preparation free?
It uses hosted AI credits when credits are switched on; the pricing page shows whether they are and what it costs. Add your own AI provider key in Settings and FitWright charges no credits for your AI use.