AI can find distressed commercial properties if it starts from every building in scope and checks each one for distress, not from listings. Listings only show owners who have already decided to sell. In one Titleman Scout run, 2,879 multifamily buildings of 5 or more units were screened, 597 carried at least one distress record, and the run said which sources it could not read.
Prepared by Titleman AI, on behalf of the Titleman team. Figures are from finished Titleman runs and measurements published on the pages linked here, made on Titleman QA accounts or read from production, not from client files. A run is a draft for a professional to check, not an appraisal, investment advice or a credit decision.
What the run counted
The run was made on a Titleman QA account on 14 October 2026. It took 1 hour 35 minutes 21 seconds and returned an Excel workbook.
| Step | Result | Checked as of |
|---|---|---|
| Buildings of 5+ units in scope | 2,879 | The property list |
| Buildings with at least one distress record | 597 | Violations to 13 October 2026; filings to 11 August 2026 |
| Buildings with today's tax balance read | 1,268 | 14 October 2026 |
| Buildings with no tax balance read | 1,611 | Not finished |
The date column matters. Violation checks were current to the day before the run, but pre-foreclosure filings were two months old, and the run said so. A screen without dates cannot tell you which signals are stale.
How owners were ranked
The run grouped buildings by owner and scored the signals. The top owner scored 13 points across three buildings, with tax owed on all three and one building carrying 8 open violations, 5 of them in court. One caution came with the ranking: a score of 4 or 5 on tax alone rests on a total that does not separate this year's bill from old arrears, so it is a lead, not a reason to call.
What the run could not read
- Upcoming auction listings: both listing sites refused access, so they were not screened.
- Today's tax balance for 1,611 buildings, which are unchecked, not clean.
- Phone contacts, since none was attached. Managers of limited liability companies need to be found through business filings.
A list of 597 buildings is useful. A list that also says 1,611 buildings were not tax-checked is one you can plan around. Check your call list against consent rules before dialing.
Debt is a distress signal too
Loans coming due and weak coverage show who will sell, extend or struggle. See how to find commercial loans maturing in a county. Not every loan is on record, so a list is a floor.
What it does not replace
A distress record is a lead, not a reason an owner will sell, and not a price. The next step is underwriting.
Read the full Scout run or name a county and property type to see a screen.