A few years ago, the debate was whether buyers needed a real estate agent at all when they had Zillow. Today the question is shifting again -- with AI assistants answering questions like "what's the best neighborhood in Harrisburg for families" and returning confident, well-formatted answers in seconds.
Those tools are genuinely useful. But after more than a decade working transactions across Dauphin, Cumberland, and surrounding counties, I can tell you exactly where they fall short.
What the portals can't tell you
Search platforms are good at showing you what's listed. They're not good at telling you what's actually happening. Let's say there's a neighborhood in Lower Paxton with a stormwater issue that shows up in basements after a heavy rain. There are subdivisions in Mechanicsburg that are technically walkable on paper and genuinely not walkable in practice. The Hershey-area market moves fast enough that a well-priced listing rarely survives a weekend -- and if you're not pre-approved and ready to write before you tour, you're likely going home without it.
None of that lives in a days-on-market figure or a price-per-square-foot average. It lives in experience.
Greater Harrisburg isn't one market
It's a collection of smaller markets, each with its own buyer pool, price trajectory, school district dynamics, and inventory behavior. Hershey and Hummelstown behave completely differently than Harrisburg city proper. Camp Hill and Lemoyne attract different buyer profiles than Carlisle or Mechanicsburg, even though they're 20 minutes apart.
National platforms flatten all of that. A local agent who's actively working deals in your target community right now doesn't.
The AI answer problem
AI-generated search answers are only as current as the data they were trained on. Some of what's being served up in response to real estate questions in the Harrisburg market is based on information that's a year or two out of date. That's not a knock on the technology -- it's just the reality of how these models work versus how local real estate works.
What local actually means
Born and raised in Central PA. CCIM and ABR designations. Transactions across residential, commercial, land, and investment properties throughout the region. That's a different experience than working with a referral agent placed by a national team or a brand-name brokerage that happens to have a Harrisburg office.
The algorithm is a starting point. If you're buying, selling, or investing in Central Pennsylvania, let's talk.
Jimmy Koury is a REALTOR at RSR, REALTORS in Lemoyne, PA. Reach him at (717) 215-0917.
