Resources · Markets and data: reading a metro before you work it
Reading the signals: equity, liens and time on the record
Updated July 11, 2026 · by the LowBaller team
Every property record tells a story if you know which fields are plot and which are noise. Pressure signals (filings, liens, vacancy) tell you the owner has a reason to move. Room signals (equity, tenure, free-and-clear status) tell you whether a deal can physically close. You need both, and the records hand you both.
Pressure: the signals that force a decision
Ranked the way our model weights them: a scheduled auction (40 points) is a date on a courthouse calendar and outranks everything. A pre-foreclosure filing (22) starts a clock measured in months. Probate (16) means heirs with a logistics problem. A tax lien (12) compounds monthly. Vacancy (10) bleeds 2 to 4 percent of value per year. Distance (9 for out-of-state owners) makes every one of those worse.
The multiplier is stacking. One signal is a lead; two is a strong lead; three, say a vacant pre-foreclosure with a tax lien, is a top-of-list deal in any metro, because each signal removes one more reason to wait.
Room: the signals that let a deal close
Equity is the whole ballgame. The offer must clear the owner's mortgage payoff plus roughly 3 to 5 percent in closing costs, so 60 percent or more equity is where deep discounts become possible and free-and-clear is where they become easy. Tenure is the shortcut: owners of 15 or more years usually hold deep equity and an emotional readiness to be done. A distressed record with 5 percent equity is not a lowball lead no matter how loud the pressure signals are; it is a short sale or a pass.
Noise: what to stop reading
Assessed value is a tax artifact, not a price. A single year of tax delinquency is usually an oversight. Absentee status alone, without equity or a second signal, is the most overworked non-signal in the industry; 71 percent of hard-distress properties in our July 2026 sample had absentee owners, which is exactly why it filters nothing by itself. Read pressure, confirm room, ignore the rest.
Frequently asked questions
What is the strongest distress signal on a property record?
A scheduled foreclosure auction, because it is a hard legal deadline. Our model weights it 40 points versus 22 for a pre-foreclosure filing and 12 for a tax lien. Stacked signals, like vacancy plus a lien, outrank any single signal.
How much equity does a seller need for a lowball deal?
Enough that your offer clears their mortgage payoff plus about 3 to 5 percent in costs. In practice, 60 percent or more equity is where 30 to 45 percent discounts become closeable, and free-and-clear ownership is ideal.
Is days on market a useful distress signal?
Only for listed properties, where long market time plus price cuts signals fatigue. For off-market work the better time signals are years of tenure, months of vacancy and years of tax delinquency, all of which sit in the public record.
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