Powerful Discovery Question Bank Generator for Coaches

Most coaches lose the sale on the discovery call long before they ever quote a price. Not because their coaching is weak, but because the call wandered. They asked surface questions, got surface answers, and never reached the real problem the prospect actually wants solved.

This generator fixes that. You give the AI your niche, your ideal client, and the outcome you help them reach, and it returns a structured bank of discovery call questions for coaches, organized stage by stage so the conversation moves naturally from rapport to the root problem to a confident next step. By the end of this page you’ll also understand why these questions work, so you can write your own.

When to use this

• You have a discovery or sales call booked and you’re tired of improvising.
• Your calls feel friendly but never convert, and you suspect you’re staying too shallow.
• You’re onboarding a new coaching offer and need fresh questions tuned to it.
• You want a short “if I only have 5 minutes” version of your best questions.
• You’re training an associate coach or VA to run intro calls consistently.

The prompt

Copy this whole block into ChatGPT, Claude, or Gemini:

You are an expert sales coach who trains coaches to run discovery calls that feel like helpful conversations, not interrogations. Your job is to build me a custom discovery question bank for my coaching calls.

Before writing, ask me up to 3 clarifying questions if anything below is unclear. Otherwise, proceed.

CONTEXT
- My niche: {{NICHE}}
- The person I'm talking to: {{IDEAL_CLIENT}}
- The transformation I help them reach: {{TRANSFORMATION}}
- What I'm selling: {{OFFER}}
- Call length: {{CALL_LENGTH}}

TASK
Build a discovery question bank organized into these 5 stages, with 4-6 questions per stage:
1. Opening / rapport - lower their guard and set the frame.
2. Current situation - uncover where they are now and what they've already tried.
3. The real problem - dig past the surface symptom to the root cause and how it makes them feel.
4. Cost of inaction & desired future - surface what staying stuck costs them and what success looks like.
5. Commitment & next step - test readiness and transition naturally toward {{OFFER}}.

For each question, write the question in plain spoken language, then in italics add a one-line note on what it's really listening for.

CONSTRAINTS
- Questions must be open-ended (no yes/no questions).
- Sound like a real human conversation, not a script being read.
- No manipulative or high-pressure tactics. No buzzwords.
- Keep the full bank realistic to cover inside a {{CALL_LENGTH}} call.

After the bank, give me the 3 single most important questions to ask if I'm short on time.

How to customize it

Replace the five {{VARIABLES}} before you send it:

See it in action (full example)

Here is the exact prompt, filled in for a career coach. This is the whole input, nothing hidden:

You are an expert sales coach who trains coaches to run discovery calls that feel like helpful conversations, not interrogations. Your job is to build me a custom discovery question bank for my coaching calls.

Before writing, ask me up to 3 clarifying questions if anything below is unclear. Otherwise, proceed.

CONTEXT
- My niche: career coaching for mid-career professionals stuck at the same level
- The person I'm talking to: a senior individual contributor who keeps getting passed over for promotion
- The transformation I help them reach: land a promotion or a higher-paying role within 6 months
- What I'm selling: a 12-week 1:1 career acceleration program
- Call length: 30 minutes

TASK
Build a discovery question bank... [rest of the prompt unchanged]

And here is the complete output the model returns:

Great brief. One quick clarifying question before I build this: Are most of these prospects coming to you after a specific trigger (a missed promotion, a bad review) or just a general feeling of being stuck? I’ll assume a mix of both and write the bank so it works either way.

Stage 1 – Opening / rapport

1. So before we dive in, what made you book this call now rather than three months ago? Listening for: the real trigger and how urgent this feels to them.
2. What were you hoping to walk away from this conversation with? Listening for: their expectations, so you can meet or reframe them.
3. Tell me a bit about your role and what a normal week looks like for you. Listening for: context, and a chance to let them relax and talk.

Stage 2 – Current situation

1. Where are you in your career right now versus where you expected to be by this point? Listening for: the gap between expectation and reality, the source of the pain.
2. What have you already tried to get to the next level? Listening for: what hasn’t worked, so you don’t repeat it.
3. The last time you were up for a promotion, how did that play out? Listening for: specific evidence and their interpretation of why it failed.
4. How does your manager describe your readiness for the next level? Listening for: whether they have real feedback or are guessing.

Stage 3 – The real problem

1. When you get passed over, what reason do they give you, and what do you privately believe the real reason is? Listening for: the gap between the official story and the root cause.
2. What part of this feels most frustrating to you personally? Listening for: emotion, which is where the real motivation lives.
3. If a peer who started after you got promoted first, what would that bring up for you? Listening for: the deeper fear, often about worth or being overlooked.
4. What do you think is actually standing between you and that next level? Listening for: their own diagnosis, which may or may not be accurate.

Stage 4 – Cost of inaction & desired future

1. If nothing changes, where do you realistically see yourself in two years? Listening for: the cost of staying stuck, in their own words.
2. What is staying at this level costing you right now, in money, energy, or how you feel on Sunday nights? Listening for: a concrete, felt cost they can’t unsee.
3. If you did land that promotion in the next six months, what would actually change for you? Listening for: their vivid picture of success, which becomes the goal you anchor to.
4. How important is fixing this compared to everything else on your plate right now? Listening for: real priority and whether now is the time.

Stage 5 – Commitment & next step

1. When you imagine getting help with this, what does the right kind of support look like to you? Listening for: whether their expectations match a 1:1 program.
2. What’s made you hold off on getting support before now? Listening for: the real objection, surfaced early so you can address it.
3. If I told you there’s a clear path to get you promotion-ready in 12 weeks, what would you want to know about it? Listening for: genuine buying interest and the questions to answer next.
4. On a scale of where you are today, how ready do you feel to actually commit to changing this? Listening for: readiness, so you transition into the 12-week program only if they’re there.

If you only have time for 3 questions, ask these: 1. Where are you in your career right now versus where you expected to be by this point? 2. What is staying at this level costing you right now, in money, energy, or how you feel on Sunday nights? 3. If I told you there’s a clear path to get you promotion-ready in 12 weeks, what would you want to know about it?

That is a full call’s worth of questions, ready to drop into your call doc and start using today.

Why this works

Three LLM principles are doing the heavy lifting here. Learn them and every prompt you write gets sharper:

1. Role priming. The opening line (“You are an expert sales coach who trains coaches to run discovery calls”) tells the model which slice of its knowledge to draw from. “Give me some sales questions” pulls the bland average of the internet; assigning a specific expert role pulls from the good stuff, and the “feels like a conversation, not an interrogation” detail steers it away from pushy templates.
2. Specificity in, specificity out. The model can only be as precise as your context. A vague niche gives you generic questions any coach could use. A sharp {{IDEAL_CLIENT}} (“a senior IC who keeps getting passed over”) lets it write questions about their exact situation, like the Sunday-night question, which is what makes a prospect feel understood.
3. Constraints are quality control. The rules aren’t decoration. “Open-ended only” kills the yes/no questions that stall a call. “No manipulative tactics” keeps the tone trustworthy. “Realistic to cover in {{CALL_LENGTH}}” stops it from handing you 40 questions you’ll never use. And the “ask me up to 3 clarifying questions first” line lets the model fill gaps by asking instead of guessing, the single biggest fix for generic AI output.

Do this now

1. Copy the prompt above into ChatGPT or Claude.
2. Replace the five variables with your real niche, ideal client, transformation, offer, and call length.
3. Send it. If it asks clarifying questions, answer them honestly.
4. Paste the output into your call notes doc, read it out loud once, and use it on your next call.

Pro tips

• Read it out loud before you trust it. Any question that sounds stiff when spoken should be reworded in your own voice. The bank is a starting point, not a script to recite.
• Keep the “what it’s listening for” notes. They train you on the intent behind each question, so you can follow up naturally instead of robotically reading the next line.
• Run it again for a different offer. Generate a separate bank for your high-ticket program and your lower-priced starter, then compare how the commitment-stage questions shift.
• Save the top-3 list as your fallback. When a call runs short or a prospect is busy, those three questions still surface the problem, the cost, and the buying signal.

Related

• Discovery Call Script Builder for Coaches
• Discovery Call Opening and Rapport Script for Coaches
• The Enrollment Close Script Generator for Discovery Calls
• Sales Call Roleplay Partner: Practice Closing with an AI Prospect