Interview questions tailored to the role with AI means providing ChatGPT with the job description, the core competencies required, and the stage of the interview, then asking it to generate a structured question set. A tailored question bank for a single role typically includes 5 behavioral questions tied to the job's top 3 competencies, 3 to 5 technical or scenario-based questions, and 2 culture-fit questions specific to the team context. At aidowith.me, the Hiring Package route covers 10 steps in about 1 hour 30 minutes. Step 5 covers the full interview question generation workflow: writing the input brief, generating the question set, adding follow-up probes, and formatting the output as a structured interview guide. You finish with a complete interview kit for the specific role you are hiring for. The process takes about 20 minutes per role and produces a higher-quality question set than most off-the-shelf HR templates.
Last updated: April 2026
The Problem and the Fix
Without a route
- Generic interview questions from HR databases do not reflect the actual skills your role requires.
- Writing a tailored 15-question interview guide manually takes 2 to 3 hours. AI does it in 20 minutes.
- Behavioral questions without follow-up probes produce surface-level answers. You need a probe for every question.
With aidowith.me
- Generate a 15-question tailored interview guide for any role in under 20 minutes using a structured AI prompt.
- Include follow-up probe questions for every behavioral item to get past rehearsed answers.
- Format the guide as a structured interview sheet with scoring criteria built in.
Who Builds This With AI
HR & People Ops
Job descriptions, interview kits, onboarding docs built fast.
Managers & Leads
Reports, presentations, and team comms handled faster.
Founders
Move fast on pitches, pages, research. AI as your first hire.
How It Works
Write the role input brief
Paste the job description and list the 3 core competencies the role requires. Add a sentence about the team culture and any known challenges the hire will face in the first 90 days.
Generate the tailored question set
Prompt ChatGPT: 'Generate a 15-question interview guide for a [role title] with 5 behavioral, 5 technical/scenario, and 2 culture-fit questions. Include 1 follow-up probe per behavioral question. Output as a numbered list.'
Format as an interview guide
Ask ChatGPT to format the output as a structured interview sheet with columns for question, follow-up, and score (1 to 5). Export to Google Docs or Notion for the hiring team.
Build Your Interview Question Kit With AI
The aidowith.me Hiring Package route walks you through 10 steps to a complete hiring toolkit. Start at so.aidowith.me.
Start This Route →What You Walk Away With
Write the role input brief
Generate the tailored question set
Format as an interview guide
Format the guide as a structured interview sheet with scoring criteria built in.
"The tailored question set surfaced things our standard questions completely missed. We hired faster and with more confidence."- HR Director, scaling startup
Questions
Paste the full job description into ChatGPT and ask it to identify the 3 most important competencies for the role. Then ask it to generate 5 behavioral questions per competency, 5 technical or scenario questions, and 2 culture-fit questions. Add a follow-up probe to each behavioral question. Specify that you want the output as a numbered list with the question and its probe on consecutive lines. This produces a complete guide in about 5 minutes of prompting.
A complete interview guide for most professional roles needs 4 question types: behavioral (tell me about a time), situational (what would you do if), technical or skills-based (how would you approach), and culture-fit questions tied to team values. AI is especially useful for generating behavioral and situational questions because it can map them directly to the specific competencies in your job description. Culture-fit questions benefit from human input to reflect your actual team dynamics.
AI-generated questions tailored to a specific job description outperform generic HR templates in two ways. First, they are mapped to the actual competencies the role requires, not a generic list of soft skills. Second, you can ask AI to adjust the difficulty level, industry context, and seniority calibration for each question. Generic templates are built for average roles. AI builds for your specific opening. The aidowith.me Hiring Package route covers this workflow with a tested prompt structure.