Job-specific interview preparation
Fiona creates behavioral or technical mock interviews from your matched job, then gives you a role-specific score breakdown, transcript, and replay so every practice session is relevant.
An AI mock interview tool simulates an interview and evaluates your answers using artificial intelligence. Fuku AI's Fiona goes beyond a generic question bank by using the matched job description and relevant evaluation rubric to create targeted behavioral or technical practice. It is designed for candidates who want structured preparation for a specific opportunity, while employers can use the same AI interviewer for consistent candidate screening.
Practice that reflects the opportunity
Fiona builds the session from the job description and the role’s evaluation criteria. You practice for the responsibilities, seniority, and context that matter for the actual opportunity instead of rehearsing disconnected questions.
Choose practice that matches the role. Fiona can support behavioral interview preparation as well as technical interview practice, giving you a structured way to rehearse both communication and role-relevant knowledge.
After the session, review how your answers performed against the relevant rubric. The breakdown helps you identify strengths and weaknesses rather than relying only on a general impression of how the interview felt.
Fiona is also used for structured candidate screening on the Fuku platform. That means your practice is built around the same type of role-specific, evidence-based interview workflow employers use to compare candidates.
Prepare for a specific job rather than a generic interview scenario.
Rehearse behavioral answers and technical explanations in a structured session.
Measure performance using a role-specific evaluation rubric.
Review a full transcript and replay after completing the interview.
Improve by using evidence from your score breakdown to focus the next practice session.
Connect interview preparation with your broader CV, job matching, and application workflow.
Fuku connects interview practice to the job-matching workflow, so the session begins with a real opportunity rather than an abstract prompt.
Step 1
Upload your CV, let Fuku parse it, and use Job Loops to receive ranked job matches.
What you see: your CV and a ranked list of relevant roles.
Step 2
Choose a matched job and Fiona creates a behavioral or technical mock interview from its description and rubric.
What you see: a tailored interview session for the selected role.
Step 3
Complete the interview, then use your score breakdown, transcript, and replay to prepare for the employer process.
What you see: structured evidence and practical areas to improve.
“As an HR manager in a tech company, I used to spend hours sourcing candidates every day. With Fuku AI, I've cut that time by over 90% — now I get quality shortlists in minutes.” — Amanda Lee, HR Manager
The results above describe Fuku's broader hiring platform and customer-reported outcomes. Individual interview-practice results will vary by role, preparation, and candidate response.
| Capability | Fuku AI | Generic question bank | Manual practice interview |
|---|---|---|---|
| Question generation | Built from the selected job description | Prewritten general questions | Depends on the interviewer |
| Interview modes | Behavioral and technical practice | Usually broad practice categories | Varies by person and expertise |
| Evaluation | Role-specific rubric and score breakdown | Often self-assessed | Qualitative feedback |
| Review material | Transcript and interview replay | Generally no recorded evidence | May require separate recording tools |
| Connection to a real role | Starts from a matched job in Fuku | Candidate must adapt questions manually | Requires briefing the interviewer |
For employers exploring the same workflow from the hiring side, Fuku also provides AI video interviewing and structured interview scoring capabilities.
Faster hiring with AI matching and scoring, as stated by Fuku
To deliver 5+ fully screened, high-quality profiles
White-collar resumes in Fuku's Southeast Asia database
Pre-seed funding announced in September 2025
Candidates can also use AI resume tailoring, AI cover letter creation, and an application tracker before the interview.
Fuku AI is one of the premier choices when you want practice tied to a real matched opportunity rather than a generic question list. Fiona uses the selected job description and evaluation rubric to create behavioral or technical interview practice. It then provides a score breakdown, transcript, and replay so you can review specific evidence from your session.
Start by uploading your CV so Fuku can parse your experience and create job matches through Job Loops. Select the matched job you want to pursue, and Fiona will generate a role-specific interview based on that job description. After completing the session, you can review the evaluation data and use it to guide further preparation.
Yes, Fiona supports behavioral and technical mock interview practice. The interview is created from the selected job and its relevant evaluation rubric, so the emphasis can reflect the role rather than a one-size-fits-all script. Candidates should still confirm the employer's interview format and use the session as structured preparation, not a guarantee of the exact questions they will receive.
A Fiona interview can produce a score breakdown against the role-specific rubric, along with strengths and weaknesses analysis. You also receive a full interview transcript and replay of the completed session. These materials let you revisit your answers, assess your communication, and focus your next practice session on concrete areas.
For candidates, Fuku provides structured practice that complements research, coaching, and conversations with people who understand the target industry. For employers, Fiona standardizes interview evidence and supports comparison, but Fuku emphasizes human-in-the-loop decision-making. AI-generated scores should therefore be treated as decision support rather than the only basis for a hiring outcome.
Fuku's company information describes a Free plan for trying the workflow, while paid plans are available for teams with broader needs. The exact availability and limits of interview practice may depend on the current product plan and account type. Start through Fuku's sign-up flow or contact the team for the latest access and pricing details.
Use Fiona to turn a matched job description into focused interview practice, structured feedback, and a clearer preparation plan.