Episode 299 | The Strategic Entrepreneur Podcast
By Cindy Gordon, selective visibility strategist and business mentor
🎧 Listen to Episode 299 on The Strategic Entrepreneur Podcast
You open ChatGPT or Claude or whichever AI you use. You type a quick prompt asking for something. You scan the output, decide it’s not quite right, and close the tab feeling vaguely disappointed. Maybe you’ll come back to it later.
That moment is not AI being bad at its job. That is you being bad at managing AI.
I’m Cindy Gordon, selective visibility strategist and business mentor. I’m a 6x entrepreneur, and I’ve built and sold four of my businesses. The reframe I’m about to walk you through is one of the most useful shifts I’ve made about AI in the last year. It changes the output. It changes the time you spend. And it changes how much of your real work actually gets done.
This is also a tactical extension of EP 294, where I walked through the voice and structure framework for deciding where AI belongs in your business. If you have not heard that episode yet, listen to it first or alongside this one. EP 294 answers WHERE AI belongs. This article answers HOW you manage AI once you have decided to use it.
The Way Most Women Use AI
Most experienced women in business are reaching for AI the way you’d reach for a kitchen appliance you don’t fully trust. You open it when you need something done. You give it a quick prompt. You take whatever it gives you back. Sometimes it’s useful. Sometimes it’s not. You close the app and move on with your day.
There’s no brief. There’s no quality standard. There’s no review process. The task gets thrown at AI and the output comes back generic, because of course it does. The input was generic too.
Then the disappointment sets in. AI isn’t worth the hype. The output is bland. It doesn’t sound like me. I might as well do it myself.
The issue is not the AI. The issue is that you are not managing it.
The Reframe: AI as a Junior Team Member
Here is the shift. Stop thinking of AI as a tool. Start thinking of it as a junior team member.
A team member you’ve hired. With a specific role. With assignments you give them. With work you review before anything goes out. With feedback you provide so they get sharper each time.
This is not a metaphor. It is the actual practical shift. AI gives you exactly the level of output you’d get from a brand new hire on their first day, with no context about your business and no specific instructions. If you handed any new hire a quick prompt and expected a finished deliverable, you would get the same thing AI keeps giving you.
The skill that makes AI work for you is the same skill that makes any team member work for you. Define their role. Brief them clearly. Set the standard. Check the work.
The Four AI Employee Roles
Here are four roles you can actually assign to AI in your business. These are the jobs AI is genuinely good at when it has a real brief.
The Researcher
Finds information for you. Looks up sources, summarizes long articles, organizes findings, lays out the landscape on a topic. What you brief: the specific question you need answered, the depth you need, the format you want the answer in.
The Editor
Improves work YOU created. Cleans up your drafts. Catches errors. Suggests cuts. Tightens awkward sentences. What you brief: the kind of feedback you want, what to leave alone, what voice you are trying to protect.
The Project Manager
Keeps your workflows moving. Drafts emails based on bullet points you give it, organizes lists, creates outlines, maps out steps for a project. What you brief: the goal, the context, the constraints, the people involved.
The Analyst
Looks at data and finds patterns. Reviews your numbers, your engagement, your offers. What you brief: the specific question you want answered, the data you are handing over, the comparison you want made.
Notice what is missing from this list on purpose. The Voice. AI does not write your content from scratch. That role is not on the org chart. That role is you.
This is exactly why the voice slot stays with you, even when the rest of the work is spread across AI roles. One of the women who completed Unmistakable: The Foundation described what happens when voice gets outsourced to AI in the first place:
“I think I lost my brand (me!) in the overwhelm. The Voice Fingerprint was gold and really had me digging deep, allowing me to find my genuine voice and create new content that connects. Now my engagement is up, and it’s converting better than ever!”
— Nikki, Unmistakable: The Foundation
How to Brief Your AI Employee
Briefing AI well is the difference between getting a useful first draft and getting something generic you have to rewrite from zero.
A good brief includes four things.
The role. “You are acting as my research assistant.” Or “You are acting as my editor on this draft.” Saying this out loud, in the brief, changes how AI responds. It anchors the assignment.
The task. What specifically you need. Not “help me with this.” Instead: “write a 200 word summary of this article that captures the three main arguments and ends with a question for my audience.”
The context. Anything about your business, your audience, or this specific situation that AI does not know on its own. The more context you give, the more usable the output. If your audience is female entrepreneurs at $50K to $150K who are sophisticated and past beginner content, say that. Don’t make AI guess who you’re talking to.
What done looks like. Format, length, tone, what to include, what to leave out. Without this, you are letting AI guess, and AI guesses in the most average way possible.
The whole point of the brief is to remove the parts AI is going to get wrong because it does not know your business. The more you remove from the guesswork pile, the less work you have to redo on the back end.
A Sample Brief You Can Actually Use
Here is a real brief I’d hand to AI in the Editor role. Copy it, adapt it, save it as a template, and use it on the next draft you want polished.
You are acting as my editor on this draft. Your job is to tighten awkward sentences, catch grammatical errors, and suggest cuts where the draft is repetitive or padded. Leave my voice alone. Do not rewrite from scratch. Do not change my opinions or arguments. Do not add new examples, transitions, or sentences I did not write.
When you suggest an edit, show the original sentence on top, your suggested edit below, and one line of reasoning explaining why. Do not use em dashes or hyphens. Do not add buzzwords like “leverage,” “unlock,” “dive into,” “playbook,” or any other generic business language.
The audience for this draft is female entrepreneurs and small business owners. The tone is direct and conversational, not corporate.
Here is the draft.
Notice what the brief is doing. It defines the role. It tells AI what the task is. It loads the context AI cannot infer. It specifies the format. And it lists the things to leave alone, which is often more important than the things to change.
This is the muscle that turns AI from frustrating to useful. The same structure works for the other three roles, with the specifics swapped in.
Where Standing Context Helps: Memory Features in Paid AI Tools
The brief framework works on every AI session, in every tool. But it does not have to be the only place context lives.
Paid AI tools offer memory features that hold standing context across sessions. These help, when used well.
Projects in Claude. Set up a project, load your business context once (who you are, who you serve, your offer suite, your voice rules, your audience), and every conversation you start inside that project carries that context. You stop having to retype the same background information every time.
Custom GPTs in ChatGPT Plus. Same idea. You build a custom GPT with a system prompt that loads your business context, your voice rules, and your formatting preferences. Then every chat inside that GPT starts with that context already loaded.
ChatGPT memory. ChatGPT Plus has a memory feature that retains information across conversations. You can prompt it to remember specific things (“remember that my audience is female entrepreneurs at $50K to $150K”) and it will carry that forward.
What standing context can hold for you well:
- Who you are and what your business does
- Who your audience is and how sophisticated they are
- Your voice rules (banned words, banned phrases, what to avoid)
- Your offer suite and where things sit in your funnel
- Your typical content formats and how you structure them
What standing context does not replace: a clear brief for the task in front of you. Memory holds the background. The brief tells AI what to do this time. Both layers matter.
The mistake to avoid: assuming that because you’ve loaded standing context into a Project or a custom GPT, you no longer need to brief individual tasks. That assumption is what produces the generic output people complain about even after they’ve set up Projects. The standing context helps. It does not replace the specific brief for the work in front of you.
Making It Stick: What to Watch For
A few common obstacles when you start managing AI this way.
You’ll be tempted to revert to quick prompts because they’re faster. Resist this. Saving thirty seconds on the brief and then spending twenty minutes rewriting the output is not a time win. The brief is the multiplier.
You’ll discover AI is much better at some roles than others in your specific business. Pay attention to that. Use AI for the roles where it actually delivers. Stop hiring it for jobs it is not qualified for.
You’ll have to brief AI clearly even with memory features in place. Projects in Claude, custom GPTs, and ChatGPT memory all help with standing context. None of them replace a clear brief for the specific task in front of you. Build the brief muscle anyway.
You’ll catch yourself sliding back into voice work. The slot that stays with you is the voice. Watch for the moments you ask AI to write captions, emails to your list, or sales pages from scratch. Those are voice work. Those go back to you.
The Unmistakable Mastermind: What AI Cannot Give You
The work I just walked you through, briefing, reviewing, refining, is the kind of work that gets sharper when you have other women doing it alongside you. AI helps you execute. A real room of peers gives you something different.
That is part of why I am building The Unmistakable Mastermind. We start September 2026. The first private invites went out last week, just to clients I have worked with closely. Two of them said yes immediately and put deposits down to reserve their spots. Before any public sales page existed.
If you are reading this and want to be in that room when it opens, DM me on Instagram at @exclusivelycindy. The full details are dropping soon.
What to Do With This This Week
Pick one role from the four. Researcher, editor, project manager, or analyst. For the next task you give AI in that role, write a real brief. The role. The task. The context. What done looks like.
Do that for the next five tasks you hand to AI. See what changes.
About Cindy Gordon
This post on why your AI output is generic and the brief framework that fixes it is from Cindy Gordon, selective visibility strategist and business mentor for female entrepreneurs.
Cindy Gordon is a selective visibility strategist and business mentor for female entrepreneurs. A 6x founder who has built and sold four successful businesses, she holds a Masters in Special Education with a focus in Behavior Analysis and brings the discipline of individualized assessment to visibility work. She helps women diagnose what is breaking their content, where their visibility actually belongs, and how to show up with clarity instead of noise. Cindy is the founder of Exclusively Cindy and the host of The Strategic Entrepreneur podcast, where she explores the trust recession, the sameness epidemic, and what it takes to become unmistakable.
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