Reading distress signals: equity, liens and time on the record

What are distress signals on a property record?

A distress signal is any fact in public records that suggests an owner may need to sell. County recorders hold foreclosure notices and liens. Courts hold foreclosure, probate and judgment cases. Treasurers hold tax delinquency. Assessors hold the owner's mailing address and how long they have owned the home. Read together, these fields tell you who is under pressure, how soon, and whether they can afford to sell at a discount.

Which distress signal is strongest?

A scheduled foreclosure auction, because it is a date on a calendar with a legal consequence. Both scoring systems below put it first, but they work differently, and it helps to know which one you are looking at.

The motivation weights behind LowBaller's free tools, the offer calculator and the estimates on public market pages, are an illustrative model. Each signal gets a flat number of points and the points add up. There is no timing in it: an auction is 40 points whether it is next week or next spring.

The Deal Score ranks the paid list. It scores pressure from 0 to 100 with timing built in, then multiplies by the owner's ability to sell, which comes from equity. The sections after this one use Deal Score points unless they say otherwise.

How auction timing changes a lead

An auction three weeks out is the most pressured lead on any list. An auction tomorrow is slightly less useful, because there is barely time to close, and an auction that already happened is a dead record. The Deal Score reflects all three.

When a sale date is on record, the auction replaces the notice of default in the score, because the auction already tells the foreclosure story. A sale noted with no date is read as a filing, not an auction. If you work a county's sale list yourself, check that every date is real and still ahead of you.

How old is too old for a notice of default?

A notice of default or lis pendens starts a clock, but it does not end every story. Owners cure the default, refinance, sell or work out a modification. The older a notice is with no sale set, the more likely it has been resolved, so the Deal Score decays it fast: from 66 points in the first 30 days to 18 after a year.

That decay is the most useful thing to know about pre-foreclosure lists. A list sorted by filing date, newest first, beats one sorted by loan size or street. If you pull county records yourself, search by recording date and work the last 30 to 90 days first. Our guide to notice of default vs lis pendens explains what each document means and which states use which.

Inheritance, back taxes and expired listings: the slower clocks

Some signals carry a clock without a sale date. The Deal Score gives each one points that fade or grow with time. Signals with no age attached get flat points, listed below the table.

• Vacant: 24 points. Carrying costs with no rent and nobody watching the house.
• Out-of-state owner: 14 points. Distance makes every other problem harder to manage.
• Judgment: 14 points. A creditor with a claim against the owner.
• In-state absentee owner: 9 points. Often a landlord with no urgency.
• Owned 20+ years: 8 points. Deep equity is likely; readiness to be done, sometimes.

How stacked signals add up

One signal is a lead. Two or three on the same house is a much stronger one, because each removes another reason to wait. The two scoring systems stack differently.

In the free-tool model, points simply add: a vacant pre-foreclosure with a tax lien scores 22 + 10 + 12 = 44, edging past an auction alone at 40. In the Deal Score, the strongest signal counts in full and every other signal adds about a third of its points (0.35), with pressure capped at 100. That keeps a pile of weak signals from outranking one strong, dated one.

Worked examples in Deal Score points: an auction 21 days out on a vacant house with an out-of-state owner scores 92 + 0.35 x (24 + 14) = 105, capped at 100. A notice filed 20 days ago, alone, scores 66. A notice filed 200 days ago on a vacant house with 2 years of unpaid taxes scores 32 + 0.35 x (32 + 24) = 52. One fresh filing beats three stale signals.

Room: the equity that lets a deal close

Pressure says an owner wants out. Equity says whether they can take your number. Your offer has to clear their mortgage payoff, any other liens and closing costs, which typically run 1 to 3 percent of the price on a cash sale with no agent. An owner who owes more than the house is worth cannot sell at a discount at all; that is a short sale, and the lender sets the price.

LowBaller's paid list only shows believable lowballs: a single-family home, condo or small multifamily worth $50,000 or more, with 25 percent or more estimated equity, a likely price at least 20 percent under value that still clears the open loan and leaves the owner at least 10 percent of the value, and a real, dated reason to sell. The table runs that test on one house.

A rough rule of thumb follows from the arithmetic. To take a 40 percent discount and still keep 10 to 20 percent of the value, an owner needs about 50 to 60 percent equity, plus closing costs. That is why 60 percent equity and free-and-clear ownership are where the deepest offers become possible. Our guide on what to offer on a distressed property turns this into an offer.

Noise: what to stop reading

Assessed value is a tax figure, not a price. Many counties assess well away from market value, so price from recent sales, not the tax bill. A single year of late taxes is often an oversight; the Deal Score gives it 20 points against 40 for three or more years.

Absentee status alone is the most overworked non-signal in the industry. Absentee owners are common on distressed lists, which is exactly why the flag filters nothing by itself. Use it as a multiplier on a real signal, not as the signal. The same goes for who holds title: in LowBaller's July 2026 measurement of one hard-distress list, about 66 percent of properties were owned by companies, trusts or estates. Entities can sell, but they are harder to reach.

A recent purchase is noise too. The paid list does not treat an owner who bought in the last 12 months as motivated without real distress on the record. Read pressure, check the date, confirm the equity, ignore the rest. To see the signals on one address, try the free distress check, and to price an offer, the lowball offer calculator.