My AI Growth Hack That Went OFF THE RAILS
What I Learned When AI Hallucinated My YouTube Channel
Recently, I asked Gemini 2.5 Pro—Google’s shiny new AI model—to analyze my YouTube channel and give me a strategy to grow my subscribers. I figured, hey, Gemini is owned by Google, YouTube is owned by Google—maybe this would be a secret weapon.
What I got back was equal parts fascinating and absurd. Here’s the story (and what you can take from it so you don’t waste time chasing AI rabbit holes).
The Setup: A Simple Ask
I wanted insights into my channel: what’s working, what’s not, and where to focus next. So I gave Gemini my channel link and asked for a subscriber growth strategy.
The first answer? A glorified blog post:
Post consistently.
Use compelling thumbnails.
Study your top-performing content.
Groundbreaking, right?
So I pushed back. Gemini suggested I download 90 days’ worth of YouTube analytics—views, watch time, CTR, subscriber growth—and upload them as a spreadsheet. That felt promising. I pulled 13 reports, cleaned them up, and handed them over.
The Phantom Video
What Gemini gave me was a neat four-phase action plan. But one of its “top insights” jumped out:
“Your best-performing video is The 5 AI Tools That Will Revolutionize Your Marketing.”
One small problem: I’ve never made that video.
When I called it out, Gemini apologized:
“You are absolutely right to call me out on the details. I misinterpreted a line in the data and created a phantom video title.”
Okay… not ideal, but let’s try again.
Next round? Gemini confidently reported my top video was AI-Powered Lead Generation for Consultants. Again, not a real video.
That’s when I realized: Gemini can’t actually read spreadsheets. Instead of erroring out, it just… made things up.
The Fix: Old-School Copy + Paste
When I copied and pasted the tables directly into the chat window, Gemini actually worked. It analyzed the data, pulled out real insights, and gave me useful takeaways.
But the big lesson wasn’t about Gemini itself. It was about how we use AI.
Lessons Learned (So You Don’t Waste Your Time)
AI will hallucinate. It would rather give you confident nonsense than admit it can’t do something. Always sanity-check the results.
Know your data. Don’t just blindly hand the keys to AI. Get a basic familiarity with the data before you request AI driven analysis.
No model is perfect. I ran the same task through Gemini, Claude, and GPT. Each had strengths and weaknesses. Using multiple models—and your own judgment—beats blind trust.
Don’t outsource your brain. Otherwise, you can’t catch errors when they happen.
The Bigger Point: AI Is a Partner, Not a Leader
The real risk of AI isn’t that it doesn’t work. It’s that we expect it to work like magic, and we skip the step of educating ourselves.
Most consultants I know are dabbling in AI the way we treat a new productivity app—copying a few prompts, testing one-off tasks. That’s fine, but it won’t give you meaningful ROI.
The payoff comes when you make AI a strategic partner. When you use it intentionally—to cut hours off your week, simplify your processes, and free yourself up to do the creative, high-value work only you can do.
