I just watched a fascinating episode of Marketing Against the Grain where Kipp Bodnar and Kieran Flanagan put GPT-5 through its creative paces. The results were eye-opening, but what struck me most wasn’t the AI’s capabilities—it was the strategy they used to make the AI perform better.
Too many marketers are falling into what I call the “lazy copy-paste trap” with AI. They feed documents into ChatGPT, hit generate, and publish whatever comes out. The result? Content that screams “AI-generated” and adds little value. This approach doesn’t just produce mediocre content—it reduces you to a data entry specialist.
The Content ICP: The Missing Ingredient in Your AI Strategy
What Kipp demonstrated was brilliant in its simplicity. Before asking GPT-5 to write anything, he created a Content ICP (Ideal Content Profile)—a detailed description of the audience he was writing for.
This wasn’t just demographic information. It was a deep psychological profile that captured:
- Core truths about the audience (e.g., “perpetually defensive”)
- What drives their engagement (fear-based motivation, time scarcity)
- How they consume content (scanning for immediate application)
- Their psychological triggers (FOMO around competitive advantage)
- How they actually make decisions (“They don’t buy features. They buy ammunition for internal political battles.”)
The difference this made in the AI’s output was night and day. When asked to create headlines for HubSpot CRM targeting VPs of Marketing, the AI produced gems like “The report your CFO wishes you’d read” and “Seven boardroom questions you’ll answer in 60 seconds”—directly addressing the audience’s concern about proving their worth to executives.
Building Your Own Content ICP
Creating this kind of profile isn’t complicated, but it requires thoughtfulness. Start by gathering:
- Internal data: Customer interviews, win/loss notes, CRM records, content performance metrics
- External data: Content consumption habits, preferences, trusted sources
The goal is to extract the language your customers use and understand what content actually influences their purchases. Tools like Perplexity can help layer external research onto your internal findings.
The magic happens when you store this audience profile in your AI’s memory and reference it for every piece of content you create. You can even maintain multiple audience profiles for different segments.
AI as Assistant, Not Replacement
What I found most valuable about this approach is how it positions AI as a creative partner rather than a replacement. When Kipp asked GPT-5 to explain “growing revenue with fewer metrics” using an analogy from an unrelated domain, it produced a compelling comparison to a Michelin-star kitchen—something a good marketer could refine into excellent content.
The same happened when he requested a 52-second ad script. The AI produced a solid first draft that captured the audience’s pain points around board meetings and metric chaos, but it still needed human refinement.
“AI is an assistant. You are the one with the skills to turn the things that AI gives you into really great assets.”
This is the approach I’ve found most effective in my own work. AI tools are incredible thought partners and idea generators, but the final creative decisions must remain in human hands.
The Future Belongs to Augmented Marketers
As AI tools like GPT-5 continue to improve, the gap between marketers who use AI effectively and those who don’t will widen. The winners won’t be those who can prompt an AI most efficiently—they’ll be those who can combine AI’s capabilities with human creativity and audience understanding.
Next time you’re tempted to outsource your thinking to AI, remember that your value isn’t in generating content—it’s in making that content truly connect with your audience. Create your Content ICP, store it in your AI’s memory, and watch as your AI-assisted creative work reaches new heights.
The future of marketing isn’t AI replacing humans. It’s humans who understand AI outperforming those who don’t.
