A low days-on-market number tells you about demand, not value—and those two things are not the same.
I see this confusion play out constantly in South Tampa. A home sells in three days, and buyers who missed out assume it was priced perfectly. But speed only tells you that demand exceeded supply at that price point. It doesn't tell you whether the price itself was sustainable, defensible, or even rational. Fast sales confirm demand, not value. A home can close quickly and still be overpriced relative to what the market will support six months later.
The real signal is price per square foot compared to closed comps within a half-mile radius over the last 90 days. In this market, that data matters more than how quickly something moved. A home on Bayshore Boulevard carries different comps than one four blocks inland on Morrison Avenue. Blending those together produces a clean number that tells you almost nothing useful. When I'm working with buyers, I pull the sold data before forming any opinion about a listing. Price per square foot, adjusted for lot size, condition, and proximity to water or noise corridors like Gandy Boulevard, gives you a defensible baseline.
The issue is that buyers often anchor to list price and interpret a fast sale as validation. I've seen people walk away from a great deal because another property sold faster, only to realize later that the fast one was inflated. That baseline I mentioned—the one built on actual closed transactions—is what separates a good deal from a fast one. It's not always obvious, and it's not always intuitive, but it's the foundation of sound decision-making in real estate.
In this market, I've seen those two things confused more often than most people would expect. If you're evaluating a home and want to understand what the data actually says, not just what the days-on-market number suggests, I write about this kind of thing often. And if you'd rather just talk through a specific listing, I'm always available to walk through the comps with you.