Denton’s supplied Zillow reading puts the typical city home value at $353,757 and typical observed monthly market rent at $1,480. Their implied gross yield is 5.02%, calculated before vacancy, management, maintenance, capital work, taxes, insurance and financing. Against city ACS median household income, the Zillow value is 4.65x income and annualized Zillow rent is 23.37% of income. Those affordability screens describe market-level benchmarks, not a buyer’s loan terms or a tenant’s full budget.
The city has 60,531 housing units, of which 56,664 are occupied. Renters account for 50% of occupied units, while the citywide housing vacancy rate is 6.39%; neither figure establishes how quickly a particular unit will lease. ACS reports a $348,200 median owner-reported home value and $1,420 median gross rent for surveyed occupied housing. ACS gross rent includes contract rent plus selected utilities, so these ACS measures differ in concept and period from Zillow’s typical value and observed market rent and should not be averaged.
City survey depth adds constraints rather than a property forecast. Among measured renter households, 60.69% spend at least 30% of income on gross rent. Single-family homes represent 58.72% of housing units and large multifamily buildings 14.93%, but those structure shares do not measure purchasable inventory. The ACS vacancy-reason categories put 43.00% of vacant units in for-rent status; those categories still do not prove unit-level availability. Population reached 152,866, a 12.24% increase between the two overlapping ACS five-year vintages; this is not annualized, and boundary changes may matter. Median household income is $76,019; poverty is 15.84% and unemployment 5.13%, descriptive demand constraints that do not establish causation.
Denton County’s reported county property-tax rate is 1.614%, useful for expense screening but not a substitute for the parcel’s actual bill. The broader Dallas metro recorded 0.82% year-over-year job growth, providing metro labor context rather than city demand. The national Freddie Mac thirty-year mortgage rate is 6.58%, a national financing benchmark rather than a quote for any borrower or property.
Aggregation is the main limitation: city indicators cannot reveal a building’s condition, legal use, rent roll, concessions, turnover or operating record; wider geographies are context only. Verify the subject’s price, achievable rent, leases, utility responsibility, inspection findings, capital needs, insurance, parcel taxes, association charges and financing. Check permits and zoning, model vacancy and management, and use genuinely similar properties. Rebuild gross yield from property-level revenue and every recurring cost.