Stop Prompting Like a Boss. Start Building with AI

By Jordan Hauge — Published July 7, 2025 — Category: Product Management, AI Strategy, Prompt Engineering

Most people treat AI like an untrusted intern. Product leaders know better. Here's how to prompt like you're building something, not just asking for help.

Let’s be real: most people treat AI like an intern they don’t trust.They throw out commands like "write a blog post," or "build this roadmap," then act surprised when the results feel hollow, generic, or are just plain... wrong.But here’s the thing I’ve learned building AI-assisted products, shipping MVPs, and leading global teams:AI is only as good as the teammate you let it be.If you prompt like a founder, a product leader, a strategist who knows what you’re building and why, then the output shifts.It gets sharper. More useful. More Aligned.I call this the Product-Minded Prompt. It’s not about fancy wording.It’s a practical, repeatable method for thinking with AI to drive clarity and get stuff done.Here’s how it works.Step 1: Start Like You Would With a TeammateImagine you’re asking a designer or developer to get started on a new project with you. You wouldn’t just say "build a feature."You’d give them:The goalThe audienceThe edge you’re going forWhat success looks likeJust as humans need contextual information, AI does too.A strong prompt ensures AI can understand and respond with relevant and useful results because it can understand the framing of the problem.How I Frame It:"You're acting as a [role]. Help me create a [thing] for [audience]. The goal is [outcome]. The tone should feel like [reference brand or emotion]. Context below: [1-2 lines]."Example:*You're a senior product marketer. Help me create a tool that can diagnose SEO and generative engine discovery (GEO) problems. The goal is to build trust and reduce friction. Tone = Ahrefs meets Notion. Context: A new generation of creators are non-technical in nature and training - requiring ELI5 clarity and plain-language steps to implement"You don’t need 10 paragraphs.Just enough signal to get alignment.⚠️ Reality check: Most people rush this part. They treat the prompt as a throwaway setup because their eyes are on the output. But if you're trying to get an outcome (not just a draft), the prompt is the work.Your prompt is the most strategic, highest-leverage moment in the whole process.Prompting isn’t just prep. It’s product design.Step 2: Break the Work into Moves, Not MonologuesDon’t ask AI to write your whole doc in one shot. That’s like asking a teammate to wireframe and ship a feature before you've agreed on the direction.How I Approach It:Ask for 3 directions or formatsChoose one to build outIterate on each section individuallyRevisit or remix if you feel it veeringThis is a co-building session, not a transaction.Example:"Give me 3 options for onboarding screen headlines. Once I pick one, help me write supporting sub-copy and a strongly-worded CTA, with the goal of enticing conversion."Just like building product, you go step by step, validating as you go.Step 3: Switch Perspectives to Catch Blind SpotsThis is one of my favorite tactics. When you’re stuck or the output feels flat, switch roles.Ask the AI to write from the view of:A skeptical userA first-time founder with no technical skillsA product lead who has seen too many half-baked toolsWhy It Works:Surfaces objections you hadn’t consideredTightens clarity and empathyHelps you get out of your own headExample:"Now rewrite this as if you're a founder who just lost 3 hours trying to fix a bug before launch. What would actually reassure you?"You’re stress-testing your ideas, before they hit a real user.Step 4: Coach the Output Like You Would a Junior PMWhen something feels off, don’t just delete and start over. Coach the AI like you would a team member.My Favorite Feedback Phrases:"This is close, but sounds generic. Push for more specificity.""The tone is spot on. Now give it a bit more power to compel users to click.""I like direction 2, but it needs a sharper hook and stronger close.""Let’s aim for 20% less fluff and 20% more user pain."Treat it like a feedback loop. That’s where the gold is.Real Talk: Why This WorksYou move faster. No more cold starts or blank pages.You build better. Every round of prompting refines your thinking.You reduce waste. You don’t chase generic ideas. You co-develop useful ones.You lead with clarity. Your intent drives the outcome, not just the words you type.This isn’t AI as a replacement. This is AI as your co-pilot ...if you actually let it fly with you.Steal This Prompt FrameworkHere are a few templates I use almost daily. Remix as needed:Strategic Setup Prompt"You're a [role]. Help me create a [thing] for [audience]. Goal is [outcome]. Tone is [tone]. Context: [1-2 lines]."Role Reframe Prompt"Now switch perspectives. Write this as a skeptical [user/founder/investor]. What's missing? What would earn your trust?"Feedback Prompt"This is decent, but it's missing [X]. Keep the tone, but tighten the focus. Let's level this up."Step-by-Step Chain"Start by suggesting 3 formats. Then we’ll build out the one that fits best."Final Thought:Don’t Prompt Like a Boss. Prompt Like a Builder.Anyone can use AI. Not everyone knows how to work with it.In fact, I would argue very few actually understand how to get what is in their head to be reflected in the output of their selected AI tool.You do that by:Framing the goalBuilding in stepsStress-testing your ideasCoaching the outputThat’s what product-minded prompting is.It’s not fancy. It’s just how good work gets done.It's time to stop outsourcing ideas to AI. Let’s start building with it.