A Playbook to Find Hidden AI Opportunities in Minutes


Why This Playbook Matters

Chasing trendy AI ideas is a trap.

The real wins lie in spotting pain points others overlook.

But most people build in a vacuum.

They brainstorm. They guess.

Then they wonder why their product flops.

This playbook flips that.

In just a few prompts, you'll uncover:

What users actually need

Where demand is building

Which industries are ripe for innovation

No coding. No research rabbit holes. Just Google Gemini and curiosity.

Implementation Guide

Step 1: Ask Gemini the Right Questions

Objective: Generate a list of overlooked AI use cases and underserved niches.

Open Gemini and ask:

“What are the most underserved AI use cases right now?”

“Which industries are lagging behind in AI adoption?”

“What AI features do users want but don’t have?”


Pro Tip:

Add:

“What do current AI users find frustrating or incomplete?”

You’ll surface gaps no one’s talking about.

Step 2: Validate the Signals

Objective: Turn guesses into grounded insights using AI-powered research.

Ask Gemini:

“Show me recent studies on AI adoption in [industry].”

“What trends in AI are emerging but not yet mainstream?”

“What’s being discussed in forums about unmet AI needs?”


Use its real-time, Google-integrated answers to separate signal from noise.


Step 3:
Convert Insight to Opportunity

Objective: Go from ideas → actionable business opportunities.

Look for:

✅ High-demand, low-competition spaces

✅ Problems AI can solve faster, cheaper, or smarter

✅ Niche sectors that are still untouched by AI


Use the insights to shape your next product, pitch, or content strategy.


Automation Blueprint

Estimated Setup Time: 5–10 minutes

Take Action Now

✅ Step 1: Create a free Google Gemini account

✅ Step 2: Ask 3–5 of the prompts above

✅ Step 3: Turn insights into a strategy doc or idea list



Final Thoughts

With this system, you can:

✅ Spot where the AI market is actually going

✅ Build products people are searching for

The Modern Engineer

Join 1k+ other forward-thinking professionals who receive the weekly newsletter, where I provide actionable strategies, insights and tools to escape the grind and build influential, future-proof careers. Sign up and I will send yoy a FREE copy of my 5-Stage playbook to multiply your impact and build a career that AI can't replace.

Read more from The Modern Engineer

When network engineering gets hard (and it always does), most engineers retreat into one of two worlds Naive Optimism: The world where you tell yourself “AI won’t affect my role,” where every automation trend is overhyped and where the future feels safe because the past felt familiar. This mindset avoids the uncomfortable truth and clings to blind confidence. Hopeless Realism: The world where every advancement in AI feels like a threat, where every new automation tool signals your eventual...

The Tree Chopping Trap I’ve been thinking a lot about how network engineers spend their time, and I keep coming back to this metaphor that perfectly captures what I see happening across the industry. Most of us are stuck chopping down trees. Let me explain what I mean. Your day looks something like this: alerts flooding your monitoring system. A switch that’s reached end-of-life but still works fine. Other teams ask why their application is slow. Your inbox has 247 unread messages. Your Slack...

7 Lessons from Warren Buffets’ Final Letter As network engineers, we often think in terms of packets, uptime, redundancy, and scalability. But leadership lessons don’t just come from tech, they come from everywhere, even the investing world. Warren Buffett’s November 10, 2025 thanksgiving letter (his final one as CEO) offers timeless wisdom, and many of his insights map surprisingly well to how we build and operate networks. Here are 7 lessons we can apply. 1. Be Humble About Luck Buffett...