Distress Pipeline
Coverage map
OpenRoof ingests public-record sheriff sale auction listings, tax delinquency rolls, and court-docket lis pendens filings for each covered county. Data is refreshed on a weekly or annual cadence depending on source type. Live sources write to the distress pipeline; pilot sources are validated before promotion.
Counties
17
Live sources
12
Pilot sources
3
Planned
5
State
Ohio
Cuyahoga County
Pop. 1,264,817
Franklin County
Pop. 1,323,810
Lucas County
Pop. 432,379
Summit County
Pop. 540,428
Hamilton County
Pop. 830,253
Montgomery County
Pop. 533,116
Stark County
Pop. 374,853
Butler County
Pop. 390,357
Lorain County
Pop. 310,149
Mahoning County
Pop. 229,051
State
Florida
Palm Beach County
Pop. 1,492,191
Santa Rosa County
Pop. 194,015
Alachua County
Pop. 278,468
Bay County
Pop. 185,494
Escambia County
Pop. 325,930
Leon County
Pop. 291,930
Okaloosa County
Pop. 219,995
Data pipeline notes
- Live — sources run on the weekly or annual cron and write to
distress_zip_facts. - Pilot — sources have been validated but are not yet promoted to production. Data may appear in the UI for counties with pilot coverage.
- Planned — source URL is known but no ingestion run has been validated yet.
- ZIP-level metrics are derived by distributing county totals proportionally by housing unit count. Direct ZIP assignment occurs when the source data includes a property address with a parseable ZIP code.