Denton’s city Zillow snapshot frames the decision: typical home value is $353,757, typical observed market rent is $1,480 monthly, and gross yield is 5.0% before every operating cost and any financing. Both Zillow series fell year over year, so underwriting should not assume continued appreciation or rent growth. Against city median household income of $76,019, Zillow value is 4.65x income and annual Zillow rent is 23.4% of income; these are broad affordability screens, not a borrower budget or property pro forma.
The city has 60,531 housing units; renters occupy 50.0% of occupied units, and citywide vacancy is 6.4%. The tenure split shows rental-market depth, but stock-wide vacancy cannot predict one unit’s lease-up. ACS reports a $348,200 median value for surveyed owner-occupied housing and $1,420 median gross rent for occupied rentals, including selected utilities. These measures differ in concept and period from Zillow’s typical value and observed market rent; use them as context and never average them.
Direct city depth is mixed: 60.7% of relevant occupied rentals are rent-burdened. Single-family structures are 58.7% of all housing units, while large multifamily structures are 14.9%. Of vacant units, 43.0% are classified for rent, but this survey share does not measure investable or market-ready inventory. Population rose 12.2% between overlapping ACS vintages, a nonannualized comparison potentially affected by boundary changes. Median household income is $76,019, while poverty is 15.8% and unemployment is 5.1%; these are descriptive demand constraints, not causes or property-level leasing evidence.
At the county scope, Denton County’s effective property-tax rate is 1.614%, a cost omitted from gross yield. At the county scope, 28.46% of Denton County active listings had price reductions, showing repricing context rather than city liquidity. In the Dallas metro, jobs grew 0.82% year over year, but this does not measure Denton employment. The Dallas metro recorded 68,016 permits, indicating regional pipeline activity without identifying city supply. The national Freddie Mac thirty-year mortgage rate was 6.66%; test debt service separately from unlevered yield.
Key limitations are aggregation, mixed definitions and timing, and no property-specific condition, rent, expense, insurance, tax, financing or exit-cost data. Before acting, verify title and zoning; inspect structure, systems and deferred maintenance; obtain current leases, rent rolls and comparable listings; price utilities, management, repairs, turnover, insurance and parcel taxes; and stress-test vacancy, concessions, debt service and resale costs. Only these checks can turn the citywide screen into a property underwriting case.