“I Thought I Could Just Ask ChatGPT”: Why Prompting Wasn’t Enough to Build a Consulting Business
Article Summary
Erin is an experienced operations and AI implementation strategist who tried to build her consulting practice by prompting a general AI tool. She knew prompting well — but still couldn’t get to clarity on her positioning, niche, and pricing. The gap wasn’t the tool. It was that she only got answers to the questions she already knew to ask. The questions she wasn’t asking were the ones that mattered most.
My AI Coach flips the model: instead of waiting for your prompts, its six agents ask you the questions I would ask in a one-on-one, and then helps you build strategy around your answers.
Erin also used the Contract & Pricing Playbook to draft her MSA and SOW. Her lawyer “barely had anything to add.”
Consultants, fractionals, and freelances all share the same quiet doubts…
She knew AI. That was supposed to be the easy part.
Erin is a business operations specialist and AI systems implementation strategist based in the Southeastern US. For months, she’d been following my content on TikTok while using a popular AI platform to help build her own consultancy. She was well-versed in prompt-engineering best practices, and she figured the math was simple: ask the right questions, get the right clarity on positioning, niche, and pricing. It’s a reasonable assumption, but it’s also where a lot of capable people get stuck.
In Erin’s words:
“I thought: I already know AI, I can figure this out myself. I had to run into that wall before I was ready to buy. I’m glad I did.” — Erin B., Business Operations & AI Strategist
The real problem: you don’t know what you don’t know
The tools weren’t the issue. Erin was getting solid answers — to the questions she asked. What she actually needed were answers to the questions she wasn’t asking, because those were the questions she didn’t yet know mattered. This is the trap of DIY AI prompting for your own business. A general AI model is reactive by design. It acts as a mirror and responds to what you bring it. But when you’re building a consulting practice, the most valuable questions are often the ones you haven’t thought to ask. These are questions about positioning, pricing, business development, and niche discovery that you’ve never considered, because the work you do for others doesn’t demand it.
One of Erin’s breakthroughs came from the kind of prompts she wouldn’t have written herself:
“You can’t get clarity on your positioning until you niche down. My positioning was too broad, and I couldn’t see what small business owners really needed until I went through this process.” — Erin B.
What makes the AI Coach different from a general LLM
AI Powered Coach for Consultants
The AI Coach is a set of six specialized agents (also known as toolchains) built on my real frameworks and lived experience as a fractional COO. Each agent guides you through a specific phase of building a consulting practice. As a user, you work through the toolchains in order, answering questions that can help you better understand what you have to offer and what you still need to do to build your business.
The defining difference is direction: the Coach doesn’t wait for your questions. It asks you the questions I would ask if I were sitting across from you.
Here’s how Erin described the mechanics:
“You have to start from the beginning because it asks you questions, and with your answers, you train it on who you are, what you do, what your goals are. So that when you get to your positioning, your messaging, your pricing — it actually understands your situation.” — Erin B.
And on what that process was actually worth:
“You’re paying to spend time in the same room as Paula’s guidance. It took me through every phase — and I couldn’t have gotten that just by prompting on my own, no matter how good I thought I was at it.” — Erin B.
The contract playbook that saved Erin from “learn by painful experience”
Contract & Pricing Playbook
Clarity on your offer is step one. Protecting it is step two. Erin used the Contract & Pricing Playbook to help build out her MSA and SOW templates, and the example clauses earned their keep:
“Paula’s e-book almost certainly saved me from some ‘learn by painful experience’ mistakes. The clauses she recommends — the ones that protect your time and your scope — those come from real experience. I took my contract to a lawyer afterward and he barely had anything to add.”
— Erin B.
Where Erin landed
Erin recently took on a full-time operations role — and kept her consultancy running alongside it. The foundation she built, including clear positioning, defensible pricing, and contracts she could trust, is what made doing both realistic.
Her advice for anyone on the fence, especially the experienced ones who assume they’ve already got this handled:
“If you’re stalled on identifying who you are, your messaging, or need support on pricing — it’s helpful to purchase even if you have years of experience. It’ll give you a different perspective, because clearly something isn’t clicking yet.” — Erin B.
The takeaways
- Prompting answers what you ask. Building a business requires answering what you don’t yet know to ask — a reactive tool can’t surface that on its own.
- Experience isn’t a substitute for structure. Erin knew AI cold and still hit a wall on positioning and pricing.
- A guided question sequence beats a blank prompt box. Being asked the right questions in the right order is where clarity actually comes from.
- Protect the work once it’s clear. The right contract clauses prevent the expensive mistakes you’d otherwise learn the hard way.
The Consulting Business Bundle gives you tools that can help you build your business and position strategy:
- A clear starter roadmap
- A contract + pricing playbook
- An AI coach to guide your next moves
Get the Consulting Business Starter Bundle
FAQ
Isn’t the AI Coach just ChatGPT with a different label?
No. A general LLM is reactive — it answers the prompts you give it. The AI Coach is six agents built on my frameworks that ask you the questions, walking you through each phase of building a consulting practice so the right issues surface even when you didn’t know to raise them.
I’m already experienced with AI. Will I get anything out of it?
Erin was an AI implementation strategist fluent in prompt engineering and agent building, and the AI Coach still moved her forward. The value isn’t prompt mechanics — it’s the structured sequence of questions that turns expertise into a clear, sellable offer.
What’s actually in the bundle?
The Consultants Business Bundle includes the Starter Kit e-book (foundations for your practice), the Contract & Pricing Playbook (the clauses that protect your time, scope, and income), and the AI Coach — six agents trained on my methodology, available whenever you need them.
Does the AI Coach replace working with you directly?
No. The Coach amplifies expertise — yours and mine — rather than replacing human judgment. It’s the closest thing to a one-on-one with me on demand, and a natural on-ramp to the community and deeper consulting support.
Your next consulting client will have questions about what you do, who it's for, and why it's worth paying for. The Consulting Offer Readiness Check helps you answer those questions, before they ask.