Distress signal
A distress signal is a public record indicating that a property, or the person who owns it, is under pressure.
Every one of them is created by an institution doing its ordinary job — a county recording a notice, a city issuing an order, a court opening a file. None of them is created to describe distress. Together they do.
What the signals are#
Foreclosure. Notice of pendency, published notice of sale, sheriff's certificate, certificate of redemption or its absence.
Tax. Delinquent tax list, tax judgment, notice of expiration of redemption, forfeiture.
Code enforcement. Violations, correction orders, condemnation, vacant building registration, boarding, demolition orders.
Court. Probate filings, evictions, lis pendens, mechanic's liens, judgment liens.
They do not mean the same thing#
The mistake that ruins most analysis of distressed property.
Timelines differ by an order of magnitude. A foreclosure runs from notice to sale in months, and the redemption period after it is six. A tax delinquency runs three years from judgment to forfeiture. Treating both as "distressed" flattens the difference between weeks and years.
Populations differ. Foreclosure requires a lender, so it reaches mortgaged property — mostly occupied houses. Tax forfeiture reaches property with no servicer paying the taxes, which skews heavily toward vacant land, inherited houses and absentee owners.
Implications differ. A code violation says a building is deteriorating. A probate filing says ownership is in transition. Neither says anyone is short of money, and both frequently precede the point at which someone is.
Sequence matters more than presence#
A single signal is weak evidence.
One tax delinquency can mean a bill sent to a stale address. One code violation can mean a neighbour complained about a hedge.
What is informative is accumulation and order. A code violation, then a vacancy registration, then a delinquency, then a judgment — that sequence describes a trajectory, and it is far more predictive than any of its parts.
Why they are observable at all#
Because the enforcement machinery is public by design.
Notices must be published so owners learn of them. Judgments are court records. Assessments appear on tax bills. Inspections generate orders that have to be served.
That transparency exists to protect the people involved. It also means the condition of a property market is assemblable by anyone willing to read the records — which is the whole basis of what we do.
What is not a distress signal#
Worth stating, because the category gets stretched.
A listing is not distress. A property for sale below market may be a motivated seller or may be priced correctly for its condition.
An absentee owner is not distress. Plenty of well-run rental property is owned from another state.
A low assessed value is not distress. It describes the property, not the owner's circumstances.
Age is not distress. Old buildings are not failing buildings.
Each of these gets marketed as a distress indicator, and each describes a characteristic rather than an event. What distinguishes a real signal is that something happened — an institution created a record because an obligation was not met.