AI for Automating Real Estate Comps: What Actually Works (and What Breaks)

Description and use

<p>Last month, I stared at another spreadsheet full of recent sales, trying to figure out if a property in Mesa, Arizona, was actually a deal. Twenty-seven manual comps later, I had a headache and not much confidence. Every investor knows this drill: pull data from the MLS or a service like PropStream, sift through hundreds of listings, filter by beds/baths/square footage, adjust for condition, and pray you haven't missed something obvious. It’s mind-numbing work. This isn't just about finding properties; it’s about having enough confidence in your numbers to make an offer, fast. That's where

Problem

<p>Last month, I stared at another spreadsheet full of recent sales, trying to figure out if a property in Mesa, Arizona, was actually a deal. Twenty-seven manual comps later, I had a headache and not much confidence. Every investor knows this drill: pull data from the MLS or a service like PropStream, sift through hundreds of listings, filter by beds/baths/square footage, adjust for condition, and pray you haven't missed something obvious. It’s mind-numbing work. This isn't just about finding properties; it’s about having enough confidence in your numbers to make an offer, fast. That's where

Outcome

<p>Last month, I stared at another spreadsheet full of recent sales, trying to figure out if a property in Mesa, Arizona, was actually a deal. Twenty-seven manual comps later, I had a headache and not much confidence. Every investor knows this drill: pull data from the MLS or a service like PropStream, sift through hundreds of listings, filter by beds/baths/square footage, adjust for condition, and pray you haven't missed something obvious. It’s mind-numbing work. This isn't just about finding properties; it’s about having enough confidence in your numbers to make an offer, fast. That's where

Evidence

AI for Automating Real Estate Comps: What Actually Works (and What Breaks)

Source