

The commercial real estate industry stands at a technological crossroads. While sectors like residential real estate have embraced digital transformation, commercial real estate has remained...




Pricing a home has traditionally required hours of manual research, spreadsheets, and guesswork. Now, AI-powered tools can generate a property valuation in under half a minute — and they’re becoming accessible to everyone from professional investors to first-time homebuyers.
Tools like Bricked AI, a comping platform used by investors and agents nationwide, are emblematic of a broader shift in how the industry approaches pricing. What once took an experienced user five minutes per property now takes seconds. And the technology is filtering down to free consumer real estate platforms that millions of people already use, making data-driven home valuations available to anyone with an internet connection.
For buyers, that means being able to check whether a listing is overpriced before making an offer. For sellers, it means pricing more confidently and reducing the risk of sitting on the market too long. The guesswork is starting to give way to something more transparent — though, as with any tool, knowing its limits matters just as much as knowing how to use it.
Pricing a home the traditional way means searching for recent nearby sales, adjusting for differences in size, condition, and features, and hoping you haven’t missed anything important. It’s a process that leaves plenty of room for error, and for the average buyer or seller, it can feel like guesswork dressed up as math.
AI tools change the equation by automating that process. They pull live data from sources like MLS listings and public records, then weigh factors like year built, lot size, and proximity to major roads or waterfront areas to arrive at a valuation grounded in real, recent sales.
What sets the newer generation of tools apart is transparency. “We show you the comps used to get the number,” says Abhi Bharatham, co-founder of Bricked AI. “You can include or exclude comps, so you know exactly where the price came from.” That kind of visibility helps users understand not just what a home is worth, but why — something that’s been historically hard to come by without a real estate professional walking you through it.
For buyers, AI valuation tools offer something that’s historically been hard to access without an agent: a quick, data-backed reality check on whether a listing is fairly priced. For sellers, these tools take some of the anxiety out of pricing, helping you come in competitively without leaving money on the table or watching your home sit on the market.
But AI has real limitations worth understanding. It may miss things a local expert would catch — a busy intersection nearby, an awkward floor plan, or planned construction down the street that could affect value. And if the underlying data is incomplete or out of date, the estimate will be off regardless of how sophisticated the tool is.
AI can automatically account for factors like extra bedrooms, bathrooms, or desirable views, but it can’t walk through a house. A $70,000 kitchen renovation, a quiet cul-de-sac location, or a backyard that backs up to green space may not show up in the numbers the way they would in a buyer’s eyes.
Also, keep in mind that it’s worth running more than one estimate. Different tools can produce meaningfully different numbers for the same property, and comparing a few results can reveal discrepancies worth investigating. Finally, keep in mind that AI performs best in active markets with plenty of recent sales to draw from. In slower or rural areas, where comparable sales are scarce, the results may be less reliable.
In a competitive market, timing matters. A home can go from listed to under contract in days, leaving little room to deliberate. AI valuation tools give buyers a faster way to assess whether a home is worth pursuing — before they’ve spent time touring it, falling in love with it, or losing sleep over the offer price.
For buyers, the most practical use is simple: look up a listing before you make an offer. If the AI estimate aligns with the asking price, that’s a green light to move forward with more confidence. If there’s a significant gap, it’s worth asking why — and potentially negotiating. Some buyers are also using AI tools to get a clearer sense of what their budget actually buys in different neighborhoods.
Sellers can use the same tools to pressure-test their pricing before going to market. Listing too high is one of the most common reasons homes stall, and an AI estimate can serve as a useful gut-check alongside advice from your agent.
AI excels at processing large amounts of data quickly, but it can’t replace local knowledge or intuition. A good real estate agent can tell you why a particular street gets less interest, why a home with strong comps still isn’t selling, or why a neighborhood that looks unremarkable on paper is actually on the rise. Agents can also flag issues that don’t show up in any dataset — a problematic neighbor, a flood-prone street, or a school district in flux.
“AI can crunch numbers, but it can’t tell you why a property just feels off,” says Bharatham. “That’s where local expertise still matters.”
Not long ago, knowing whether a home was fairly priced meant taking someone’s word for it. AI is changing that dynamic — putting real data in the hands of ordinary buyers and sellers at a moment when having that information can be worth tens of thousands of dollars.
That doesn’t mean handing the decision over to an algorithm. The best way to use these tools is as a confident starting point: something to walk into a negotiation with, or to reality-check a listing before you get emotionally invested. From there, local knowledge, professional guidance, and your own judgment still do the work that matters most.
About the Expert: Abhi Bharatham is co-founder of Bricked AI, a nationwide AI-powered comping and underwriting platform for residential real estate. Based in San Francisco, Bharatham has a background in software engineering and real estate wholesaling.
This article is intended for informational purposes only and does not constitute legal, financial, or investment advice. The views and opinions expressed herein reflect those of the individuals quoted and do not represent an endorsement of any company, product, or service mentioned. Readers should conduct their own due diligence and consult qualified professionals before making any investment decisions.
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