The Real Estate Industry Has an AI Misinformation Problem

Let me be direct: what's happening right now in our industry when it comes to AI advice is a problem. Not a small, easily overlooked problem, it's a real one that's actively hurting real estate professionals who are genuinely trying to modernize their businesses.

I get why it's happening. Our industry has never exactly been known for being on the cutting edge of technology adoption. Historically, we've had the luxury of time. We have had years to evaluate, debate, and slowly integrate new tools into our practices. But AI isn't giving us that luxury. It's moving in weeks and months, not years, and our leadership simply hasn't kept pace.

That void has created the perfect conditions for bad advice to spread.

What we're seeing a lot of right now is the blind leading the blind. People who have a surface-level idea of how AI could be used, sharing that idea publicly before it's ever been tested in an actual real estate practice or brokerage. No vetting, no real-world application, just a prompt and a promise.

I know this firsthand because I fell for it.

The Listing Presentation Experiment

Not long ago, I went searching online for ways to use AI in our listing appointment process. Specifically, I wanted to see if there was a way to incorporate tools like ChatGPT into creating a listing presentation. Pretty reasonable goal, right?

I found a video. It looked polished, sounded confident, and offered a specific prompt I could take straight to ChatGPT. I was a little skeptical from the start. The prompt was only five sentences long, and from my own experience with prompt engineering, I knew that something as substantial as a listing presentation rarely comes together from something that brief. But I tried it anyway.

The result was not usable. Not even close.

What ChatGPT produced was a synthesis of whatever listing presentation information existed in its training data — a blend of practices and formats pulled from who knows how many sources, mashed together into something that didn't resemble any coherent, deliverable presentation. And here's what really got me: every time I ran the same prompt, I got a completely different output. Sometimes a handful of slides, sometimes a lot more. Different formats, different structures, different recommendations every single time.

Think about what that means in practice. How do you master a presentation that changes every time you generate it? You can't. Mastery requires consistency, repetition, rehearsal. A listing presentation that shifts with every run of a prompt isn't a tool — it's a liability.

The advice wasn't just unhelpful. It was actively working against the goal.

Why This Keeps Happening

Part of the problem is structural. Real estate professionals are busy serving clients. We're not AI researchers. We don't have the bandwidth to spend months evaluating every new tool or technique that surfaces online. So when someone posts a confident, well-produced video promising that a five-sentence prompt will transform your listing appointments, it's understandable that people try it.

But that confidence is often unearned. A lot of what's being shared hasn't been tested beyond the screen recording. It looks good in a demo. It falls apart in practice.

The other issue is that the people who actually have done the hard work of integrating AI into a real estate practice aren't always the loudest voices online. There's a knowledge gap, and bad information is filling it faster than good information can.

What Actually Works

My own shift came when I worked with a consultant who did a genuine audit of our practice. They identified specific business processes where AI could add value, provided prompts that had been actually engineered for those use cases, and showed us how to combine AI with automation software to deliver a better client experience. That was my aha moment — not a YouTube video, but a real, applied look at how these tools function inside a real business.

That experience also taught me something important: AI doesn't belong everywhere. In the listing presentation example, trying to use AI to generate slides was the wrong application entirely. The better use? Recording a delivered presentation, pulling the transcript, and using AI to evaluate my consultative process and give me coaching feedback. Same situation, completely different application of the tool.

The industry will get there. But we need to be a lot more critical about the advice we consume and a lot more honest about the difference between what looks good in a demo and what actually holds up when a real client is sitting across the table from you.

Chris A. Scott is Real Estate Digital Marketer & AI Strategist at The Paperless Agent.