Lesson 3 — Interview Prep with AI as a Practice Partner

The most under-used AI workflow for job hunters: using it as a tireless interview practice partner. By the end of this lesson, you’ll have:

• A list of likely questions for your specific role
• Sharp written answers to the 8 most important ones
• Practice doing them out loud with AI as the interviewer

Step 1 — Predict the questions

Open AI and run this:

You are a hiring manager preparing to interview candidates for the role below. Generate three lists of questions you’d actually ask:

Tier A — The 8 questions you’d definitely ask (must-knows) Tier B — 8 questions you’d ask if there’s time (nice-to-haves) Tier C — 4 hard or curveball questions designed to test depth

Be specific to this role and company. Avoid generic stuff like “tell me about yourself” — go deeper.

ROLE: [paste job posting]

COMPANY: [name + 2 sentences about what they do]

You should now have 20 likely questions. Save them.

Step 2 — Draft your strong answers (use the STAR-L pattern)

For behavioral questions (“tell me about a time when…”), the STAR-L pattern is the gold standard:

• Situation — what was the context?
• Task — what were you supposed to do?
• Action — what specifically did you do (not “we”)?
• Result — what happened? Numbers if possible.
• Learning — what did you take away?

The Learning step is what most people skip and it’s what separates a fine answer from a memorable one.

Use this prompt for each Tier A question:

Help me draft a strong answer to this interview question using the STAR-L pattern. Format the answer in five labeled sections so it’s easy to memorize.

Constraints: - Use real details from my background (below) — don’t invent - Action section should be the longest (this is what they care about) - Result should include real numbers/outcomes — write [METRIC] if I haven’t given you one - Learning should be specific, not generic - Total spoken length: ~90 seconds (about 200 words)

QUESTION: [paste the question]

MY BACKGROUND: [paste your resume + 3–5 sentences about your most relevant experience]

Do this for each of the Tier A questions. About 10 minutes per answer.

Step 3 — The opening 90 seconds

“Tell me about yourself” is asked in ~90% of interviews. Most people botch it. Here’s the prompt that fixes it:

Help me write a 90-second answer to “Tell me about yourself” for the role below.

Structure: - 15s: Where you are now (current role/situation, in one line) - 30s: One specific accomplishment that matches what this role needs - 30s: Why this specific role/company is the next logical step - 15s: Confident close — what you bring

Tone: confident, not arrogant. Sound like a person, not a brochure.

Avoid: “I’m passionate about…” / “I’ve always loved…” / starting with your childhood / listing every job in chronological order.

ROLE: [paste]

MY BACKGROUND: [paste]

Memorize the structure, not the script. You should hit the four beats — your exact words can vary.

Step 4 — Practice out loud (the magic step)

This is what most people skip. Reading your answer is not the same as saying it. AI fixes this.

In ChatGPT (or any tool with voice mode), use this setup prompt:

Roleplay: You are a hiring manager interviewing me for the role of [TITLE] at [COMPANY]. The interview is professional but warm. Conduct a 15-minute behavioral interview.

Rules: - Ask one question at a time. Wait for my answer. - Follow up with probing questions when my answer is vague (“Can you say more about…?”) - Don’t tell me how I did mid-interview. Just keep going. - Pull from this question list (mix Tier A and B): [paste your question list]

At the end, give me direct feedback: 3 things I did well, 3 things to improve, 1 thing that needs the most work.

Begin when ready.

Switch to voice mode. Do the interview out loud, like the real thing. Don’t read your answers — speak them.

When AI gives feedback, take notes. Run the interview a second time the next day with the weakest spots highlighted.

Step 5 — Prep your questions for them

Most interviews end with “Do you have any questions for us?” The wrong move: “No, you covered everything.” The right move: 3 sharp, specific questions that prove you’ve thought about the role.

Generate 8 thoughtful questions I could ask the interviewer at the end of an interview for [ROLE] at [COMPANY]. Group them by:

- 3 about the role itself (what success looks like, what’s hard, what’s the team like) - 3 about the company (priorities, recent moves, culture) - 2 “smart-candidate” questions that show I’ve thought about the role beyond what’s on the posting

Avoid: “what’s the company culture?” (too generic), “what are the benefits?” (don’t ask this here).

Use the company research and job posting below.

RESEARCH: [paste] POSTING: [paste]

Pick your favorite 3 and write them on a notecard. Take it into the interview.

The night-before checklist

The night before any interview, run this:

I have an interview tomorrow for [ROLE] at [COMPANY]. Quiz me on the 5 questions you think I’m most likely to be asked but least prepared for. Be tough but fair. After each answer, give me 2 lines of specific feedback.

Twenty minutes. Goes a long way.

Common failure modes

“I memorized my answer and it sounded robotic.” → Don’t memorize. Memorize the structure (STAR-L) and the 2–3 key facts (a metric, a name, the outcome). Then say them naturally.

“AI’s questions seemed too easy.” → Tell it: “Be tougher. Ask the questions a skeptical interviewer would ask. Push back when my answers are vague.”

“I’m too nervous to practice out loud.” → Start with text. Type your answers. Then graduate to voice when you’re ready. Lower the bar to start.

“I’ve practiced 20 questions but the real ones might be different.” → That’s fine. Practice teaches you the patterns of strong answers. You can adapt to any question on the day.

What you should have

• 20 predicted questions for your specific role
• 8 strong written answers (STAR-L formatted)
• A 90-second “Tell me about yourself”
• 3 sharp questions to ask the interviewer
• At least one full practice run done out loud

You’re ready. Go get it.

Where to next

You’ve finished the AI for Job Hunting course. Some good next moves:

• Browse the 50-Prompt Starter Library for daily-use prompts
• Take AI for Email & Writing if you’ll be writing a lot of follow-ups
• Build a Custom GPT for your job search — your own personalized job-search assistant