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How to Use MLS Data and AI to Create Real Estate Strategies That Win Clients

  • Writer: Jerad Larkin
    Jerad Larkin
  • Aug 14
  • 3 min read

In today’s competitive real estate market, simply looking at MLS data isn’t enough. The agents who are truly standing out are the ones who know how to analyze that data, interpret the trends, and present real insights to clients. Whether you're working with homebuyers, sellers, investors, or developers, the ability to turn raw MLS statistics into meaningful strategy is what separates top performers from the rest.


And with the rise of artificial intelligence (AI) tools, doing this kind of analysis is faster—and smarter—than ever.

Going Beyond the Surface: How One Agent Stood Out

Recently, I worked with a real estate agent who had a developer client looking to build new homes in a high-growth neighborhood. Instead of relying on assumptions or general trends, we went deeper. We pulled raw MLS data for that zip code and broke it down by:

  • Builder

  • Product type (single-family, townhome, duplex, etc.)

  • Price point

  • Square footage

  • Days on market

With AI tools like Claude and ChatGPT, we were able to organize, sort, and interpret the data in a fraction of the time it would’ve taken manually. The result? We had a clear visual showing which types of homes were selling, what sizes buyers were gravitating toward, and which builders were getting the most market share.


When that agent walked into their next meeting with the developer, they weren’t just showing up with opinions—they came in with numbers, insights, and confidence. They positioned themselves as an expert, and it set the tone for a high-trust relationship moving forward.


What Kind of Questions Can MLS + AI Help You Answer?

If you’re a real estate agent and you’ve ever asked or been asked:

  • “What price point is moving the fastest in this area?”

  • “Are single-story homes performing better than two-stories?”

  • “Which builder has the strongest brand presence in this zip code?”

  • “How long are homes sitting on the market in this neighborhood versus another?”

Then you already know the value of having those answers at your fingertips. MLS data holds the answers—but only if you know how to pull them out.

And that’s where AI can become your best assistant.


Tools to Combine MLS Data and AI for Real Estate Agents

Here’s a quick breakdown of how you can start turning MLS data into strategies today:

1. Export Raw MLS Data

Most MLS systems allow you to export data into a spreadsheet (CSV format). Start by pulling all listings within your target area and timeframe.


2. Use AI to Analyze Trends

Tools like Claude.ai or ChatGPT can help you sort, filter, and summarize data based on your specific questions. Want to know average price per square foot? Which builders are selling fastest? Just ask.


3. Visualize the Data

Take the analysis a step further with tools like Gamma.app or Canva to turn those numbers into easy-to-understand visuals. These can be used in listing presentations, investor decks, or buyer consultations.


4. Customize Your Strategy

Once you have the trends and visuals, tailor your client conversations to what the data reveals. This builds credibility, helps you set realistic expectations, and shows that you’re paying attention to what the market is actually doing—not just guessing.

Discover how real estate agents can combine MLS data with AI tools like ChatGPT to deliver sharper insights, impress clients, and win more business. Learn how to analyze local trends, visualize data, and position yourself as a true market expert.

Why It Matters More Than Ever

We’re in a market where buyers and sellers are doing more of their own research before ever contacting an agent. Developers and investors are getting more selective about where and how they build. If all you bring to the table is surface-level advice, you risk getting passed over.


But if you can walk in with hyperlocal market data, intelligent analysis, and clear recommendations—you become the trusted advisor every client wants.


Combining MLS data with AI isn’t just about saving time (although it does). It’s about raising the bar. It’s about showing your value as a market expert who uses technology to stay ahead of the curve and guide clients with confidence.


If you're not leveraging these tools yet—or you're not sure how to start—I’m happy to help. Whether it’s creating custom market reports, analyzing buyer trends, or understanding development opportunities, there are smarter ways to work with the data you already have access to.


You don’t need to be a data scientist. You just need to be curious—and open to learning how to let the tools work for you.


Need help running reports like this for your farm area, listing pitch, or investor presentation?


Visit MileHighTitleGuy.com or reach out directly. Let’s unlock the power of your data—together.



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