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ChatGPT Prompts for Consultants: Copy-Paste Client Work Prompts

The most useful ChatGPT prompts for consultants cover the whole client journey: preparing for discovery calls, scoping a proposal, structuring workshops, writing reports and stakeholder updates, and turning results into case studies. Paste in your own notes, ask for a clear structure, and keep client data on a business workspace, which OpenAI doesn't train on by default.

Consultants sell thinking, and ChatGPT is very good at the scaffolding around thinking: the agenda, the first draft of the report, the email that says the awkward thing politely. Used well, it gives you back the evenings you'd otherwise spend formatting slides. Used carelessly, it puts your client's confidential notes somewhere they shouldn't be.

So this page covers both. First, the confidentiality rule I'd follow. Then copy-paste prompts for each stage of a consulting project, written for independent consultants and small firms.

Before you paste client notes: the confidentiality bit

Account typeIs your data used to train OpenAI's models?What I'd use it for
ChatGPT Business or EnterpriseNot by default, OpenAI saysClient work, notes and drafts
Personal ChatGPT accountYou choose, in your data controlsGeneral thinking, with client names removed
Temporary chatIt won't appear in your historyOne-off tasks you don't need to keep

The catch many solo consultants miss is that a personal account and a business workspace are treated differently. OpenAI says it doesn't train on ChatGPT Business or Enterprise data by default, and on a personal account you control whether your chats help improve its models. Check your contract too: some clients forbid putting their material into any AI tool, whatever the settings.

Discovery and preparation prompts

Prepare for a discovery call

Copy this prompt

I'm a [type of] consultant with a discovery call tomorrow with [company], a [size and sector] business. Based on the notes below, give me ten questions that uncover the real problem behind their request, ordered from easy to probing. Notes: [paste].

Research a sector quickly

Copy this prompt

Give me a one-page briefing on the main challenges facing [sector] businesses of [size], the language they use, and three questions that would show I understand their world. Flag anything you're unsure of.

Spot the real problem

Copy this prompt

Here are my notes from a discovery call. Separate what the client asked for from what they seem to need, list any contradictions, and suggest two follow-up questions. Notes: [paste].

Stakeholder map

Copy this prompt

From the notes below, list every stakeholder mentioned, what they seem to care about, how much influence they have on the project, and how I should keep each one informed. Put it in a table. Notes: [paste].

Proposal and scoping prompts

Proposal structure

Copy this prompt

Draft a proposal outline for [client] covering: their situation in their own words, objectives, my approach in phases, deliverables, timeline, what I need from them, and how we'll measure success. Keep it to one page of headings and bullet points.

Scope boundaries

Copy this prompt

Based on the project below, write a clear 'in scope' and 'out of scope' list, plus three assumptions I should state so there's no confusion later. Project: [describe].

Explain your approach simply

Copy this prompt

Rewrite the methodology below so a busy managing director understands it in under a minute. Keep the steps, cut the jargon, and say what they'll have at the end of each phase. Methodology: [paste].

Risks and mitigations

Copy this prompt

List the five most likely risks for this project, the early warning sign for each, and how I'd reduce it. Project: [describe].

Workshop and delivery prompts

Workshop agenda

Copy this prompt

Design a half-day workshop agenda for [number] people from [client] to [goal]. Include timings, an icebreaker that's relevant to the topic, two hands-on exercises and a clear output for each session.

Interview guide

Copy this prompt

Write an interview guide for speaking to [role] at [client] about [topic]: an opening, eight open questions, and follow-up prompts if answers are vague.

Synthesise interview notes

Copy this prompt

Here are notes from [number] stakeholder interviews. Group the themes, show how often each came up, pull one representative quote per theme, and list any disagreements between people. Notes: [paste].

Options paper

Copy this prompt

Work with me

Want AI doing the heavy lifting in your marketing?

I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.

Turn my analysis below into an options paper with three options, the pros and cons of each, and my recommendation with the reasoning. Analysis: [paste].

Reporting and communication prompts

Executive summary

Copy this prompt

Write an executive summary of the report below in under two hundred and fifty words: the problem, what we found, what we recommend, and what happens next. Plain English, no buzzwords. Report: [paste].

Weekly status update

Copy this prompt

Write a short weekly update to [client] covering progress, what's next, anything I need from them, and any risks. Friendly but businesslike. Notes: [paste].

Deliver difficult news

Copy this prompt

Help me write an email telling [client] that [difficult news]. Be honest and calm, explain why, offer two ways forward and keep the relationship strong.

Turn findings into slides

Copy this prompt

Turn the findings below into an outline for eight slides: a headline for each slide that states the point, three supporting bullets and a suggestion for one chart or visual. Findings: [paste].

Marketing your consultancy

Case study

Copy this prompt

Using the notes below, write a case study with a headline, the client's challenge, what we did, the result and a short client quote placeholder. Remove anything confidential. Notes: [paste].

LinkedIn post from a project lesson

Copy this prompt

Write a LinkedIn post sharing one lesson from a recent project, without naming the client: the situation, what most people get wrong, what we did instead, and a question to end on. Under two hundred words.

Clarify your positioning

Copy this prompt

I'm a consultant who helps [audience] with [problem]. Give me five one-sentence ways to describe what I do, from plain to bold, and tell me which sounds most credible to a busy owner.

Follow-up after a proposal

Copy this prompt

Write a short, warm follow-up to a prospect who received my proposal a week ago and hasn't replied. Offer a quick call to answer questions and make it easy to say not yet.

How to get better results from ChatGPT as a consultant

  1. Give it your thinking, not just the topic. Paste your notes and your hunch, then ask it to structure and challenge them.
  2. Ask it to argue back. Add 'tell me what's weak in this' to any recommendation before a client sees it.
  3. Use a project per client. Keep each client's notes and instructions together, on a business workspace if you're handling confidential material.
  4. Strip identifiers on personal accounts. Replace names and numbers with placeholders when you're not on a business plan.
  5. Check every fact. ChatGPT can sound sure about things it's guessed. Anything a client will rely on needs verifying.

For more prompts in this vein, my discovery call prompt pack goes deeper on the first meeting, and these B2B ChatGPT prompts help with the marketing side.

My verdict

ChatGPT won't replace your judgement, and clients don't hire you for formatting. But it'll get you from blank page to a solid first draft in minutes, which frees you for the bit they do hire you for. Put client work on a business workspace, keep your own voice in the edit, and treat every output as a draft you're responsible for.

Frequently asked questions

Is it safe for consultants to put client information into ChatGPT?

It depends on your account and your contract. OpenAI says it doesn't train on ChatGPT Business or Enterprise data by default; on a personal account you control whether chats improve its models. Some client contracts forbid AI tools entirely, so check first.

What are the best ChatGPT prompts for consultants?

Prompts that structure your own thinking work best: discovery call preparation, scope boundaries, interview synthesis, options papers, executive summaries and difficult client emails.

Can ChatGPT write a consulting proposal?

It can draft the structure and wording fast, but the approach, scope and judgement should be yours. Give it your notes and ask for a one-page outline first.

How do I stop ChatGPT sounding generic in client reports?

Paste an example of your own writing, ask for plain English with no buzzwords, and edit the draft in your own voice before it goes out.

Should I tell clients I use ChatGPT?

Many consultants do, especially if contracts mention AI. Being open about how you use it, and how you protect their data, builds trust.

Published and maintained by the Lilach Bullock team, covering marketing, AI and business growth.
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