ZIP 31907 presents a representativeness question more than a simple price question: can a current asking-rent signal be used as a starting point for a specific bedroom and property when the local occupied-home survey and administrative standards describe different things? The five-digit label is both Zillow's ZIP market identifier and a matched Census ZCTA. A ZCTA is a statistical area and is not identical to a USPS delivery ZIP, so geographic matching does not mean every address or mailing boundary is the same. In 2026-06, Zillow ZORI is $1,215 per month, up 2.02% year over year. ZORI is a typical observed asking-rent index blended across rental types; it is not a quoted rent for every home. The packet supports a current-level reading, not a forecast.
Three rent measures should stay separate. ACS 2024 five-year matched ZCTA data reports median gross rent of $1,101 among occupied renter homes and includes selected utilities. Zillow's asking index is about 1.10 times that survey median, but the comparison is not a like-for-like replacement: one is current asking behavior blended across rental types, while the other is a five-year survey of occupied renter homes. HUD FY2026 provides an administrative, bedroom-specific standard; its two-bedroom figure is $1,088, making Zillow about 1.12 times that standard. HUD FMR or SAFMR is not asking rent. These gaps are descriptive differences between universes, not evidence about a particular listing.
The bedroom ladder supplies a way to translate the blended ZIP signal, not a bedroom dataset. Modelled monthly estimates are $999 for a studio, $1,049 for one bedroom, $1,215 for two bedrooms, $1,614 for three bedrooms, and $1,902 for four bedrooms. They are modelled estimates produced by scaling ZIP ZORI with the local HUD ladder and must never be described as measured bedroom rents. For comparison, the HUD ladder lists $895 for a studio, $1,088 for two bedrooms, $1,445 for three bedrooms, and $1,703 for four bedrooms. The modelled spread and HUD spread are useful for structure, but neither establishes what a live unit in each category actually rents for.
Affordability has two distinct readings. At ZIP median household income of $54,453, the annual income mathematically required for that monthly rent at the 30% threshold is $48,600. That makes the asking-rent-to-median-income ratio 26.8%; this is arithmetic, not advice, an affordability guarantee, or an applicant qualification rule. The ACS records 9,874 renter-occupied homes, with renters representing 42.2% of occupied housing. Among those renter homes, 5,088, or 51.5%, are reported at or above 30% rent burden. That observed burden is for surveyed occupied renters and does not establish what a new tenant, applicant, or particular unit will experience.
Housing stock and vacancy add capacity context but not unit-level availability. The ZCTA has 25,505 housing units: 23,419 occupied and 2,086 vacant, corresponding to an 8.18% vacancy rate. The stock includes 19,476 single-family units and 1,275 large-multifamily units; those categories do not exhaust every structure type. Of the vacant units specifically classified in the packet, 408 are for rent, 174 for sale, and 38 seasonal. These categories are not a complete leasing inventory, and the area vacancy rate cannot prove that a suitable unit is open, priced at ZORI, or available on a particular date.
Context places the ZIP below its broader market measures without turning them into substitutes. The city of Columbus context reports $1,275.44 rent, Muscogee County context reports $1,277, and Columbus, GA-AL metro context reports $1,295; city and county renter shares and vacancy rates are above the ZIP levels, while the metro context reports a lower 26.2% rent-to-income ratio. Each scope is wider context only: city, county, and metro figures should not be blended with the ZIP/ZCTA observations. The comparison indicates a lower ZIP rent level within the supplied context, not a reason or forecast.
Limits are material. ACS survey estimates carry stated ninety-percent margins of error, and the ZCTA match is geographic rather than an address-level equivalence. Zillow's blended index is not a lease quote; the bedroom figures are modelled; HUD's ladder may be a ZIP SAFMR or county-derived standard; and vacancy and burden describe an area or surveyed population, not a particular unit. For a property-level decision, verify the address and its ZIP/ZCTA placement, the current asking rent, bedroom count, utilities included, recurring fees, concessions, lease term, condition, and actual availability date. Reconcile whether the property's gross housing cost is comparable with ACS or HUD definitions, then treat the listing itself—not the area statistics—as the evidence for that unit.
","findings":[{"body":"ZIP 31907's latest Zillow signal is $1,215 in 2026-06, up 2.02% year over year. Because ZORI is a blended asking-rent index, it is most useful as a current market level, not a guaranteed quote for a bedroom, building, or available unit. The matched ZCTA supports geographic analysis, but it remains a statistical area rather than a USPS delivery boundary.","title":"Current asking-rent signal"},{"body":"ACS median gross rent is $1,101 for occupied renter homes and includes selected utilities, while the FY2026 HUD two-bedroom standard is $1,088 and is administrative rather than asking rent. Zillow is about 1.10x ACS and 1.12x HUD. These comparisons show different evidence universes; they should not be read as a single blended rent series or as a judgment on a specific property.","title":"Separate rent universes"},{"body":"Modelled ZIP bedroom estimates run from $999 for a studio to $1,902 for four bedrooms, with $1,049, $1,215, and $1,614 for one, two, and three bedrooms. The estimates are generated by scaling ZIP ZORI with the local HUD ladder. They are not measured bedroom rents, so property-level bedroom, condition, utilities, concessions, and fees still require direct verification.","title":"Modelled bedroom ladder"},{"body":"Median household income is $54,453; the arithmetic annual income screen for $1,215 at 30% is $48,600. Yet 5,088 of 9,874 renter-occupied homes, or 51.5%, report rent burden at or above that threshold. ZIP vacancy is 8.18%, with 408 vacant units classified for rent. Neither burden nor vacancy proves affordability or availability for a particular applicant or unit.","title":"Income and observed burden"}],"risks":["ZORI's blended asking-rent construction can diverge from a property's bedroom-specific price, utilities, fees, concessions, condition, lease term, and actual availability, so the headline level may misstate a live offer.","The ACS median reflects occupied renter homes over a five-year survey period and selected utilities, while HUD is an administrative standard; neither is a direct quote for a current unit.","The 30% calculation compares a typical asking index with median household income and is arithmetic only; observed burden describes surveyed renters, not a qualification result or individual experience.","The ZIP label matches a Census ZCTA for analysis, but ZCTA and USPS delivery boundaries are not identical; vacancy categories also do not establish a complete open-rental inventory."],"qa":[{"a":"ZORI is Zillow's typical observed asking-rent index blended across rental types at the ZIP level. ACS 2024 five-year median gross rent covers occupied renter homes in the matched Census ZCTA and includes selected utilities. Their $1,215 and $1,101 values therefore describe different universes; the 1.10-times comparison is contextual, not a merged measure.","q":"Why do Zillow and ACS show different rents?"},{"a":"The $999, $1,049, $1,215, $1,614, and $1,902 figures are modelled monthly ZIP estimates for studio through four bedrooms. They scale ZIP ZORI using the local HUD ladder. They are not measured bedroom rents, and the HUD standards themselves are administrative bedroom-specific benchmarks, not asking rents.","q":"Are the bedroom figures measured rents?"},{"a":"Using $54,453 median household income, $1,215 monthly asking rent equals 26.8% of annual median income after annualizing rent. The $48,600 figure is the arithmetic income needed at 30%. Separately, 51.5% of surveyed renter homes are reported at or above 30% burden; neither result is advice or an applicant rule.","q":"How should the income and burden figures be read?"},{"a":"Vacancy is 8.18% across the ZCTA's 25,505 housing units, but only 408 vacant units are classified for rent in the packet, alongside 174 for sale and 38 seasonal. Confirm the property's address, current price, bedroom, utilities, fees, concessions, lease terms, availability date, and ZCTA/ZIP placement directly.","q":"What should be checked for a specific property?"}],"sources":[{"key":"apartment_list_time_on_market","name":"Apartment List Time on Market — listing liquidity","release":"Apartment List 2026-07","pulledAt":"2026-08-08","url":"https://www.apartmentlist.com/research/category/data-rent-estimates"},{"key":"apartment_list_vacancy","name":"Apartment List Vacancy Index — rental vacancy","release":"Apartment List 2026-07","pulledAt":"2026-08-08","url":"https://www.apartmentlist.com/research/apartment-list-vacancy-index-methodology"},{"key":"census_zcta_facts","name":"Census ACS five-year — ZCTA housing and income","release":"ACS 2024 5-year ZCTA","pulledAt":"2026-08-08","url":"https://api.census.gov/data/2024/acs/acs5.html"},{"key":"hud_zip","name":"HUD USPS crosswalk and Small Area FMRs — ZIP rent fallback","release":"ZIP-CBSA 2025Q4 + SAFMR FY2026","pulledAt":"2026-07-26","url":"https://www.huduser.gov/portal/datasets/usps_crosswalk.html"},{"key":"realtor_county","name":"Realtor.com Economic Research — county listing inventory","release":"county inventory 2026-06","pulledAt":"2026-07-28","url":"https://www.realtor.com/research/data/"},{"key":"redfin","name":"Redfin Data Center — inventory, days on market, and price cuts","release":"metro tracker through 2026-05-01","pulledAt":"2026-07-26","url":"https://www.redfin.com/news/data-center/"},{"key":"redfin_zip","name":"Redfin Data Center — ZIP resale activity and supply","release":"ZIP rolling 3 months through 2026-06-30; updated 2026-07-03","pulledAt":"2026-08-12","url":"https://www.redfin.com/news/data-center/"},{"key":"zillow_county","name":"Zillow ZHVI and ZORI — county values and rents","release":"county ZHVI/ZORI 2026-06","pulledAt":"2026-07-26","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori","name":"Zillow ZORI — metro market rents","release":"Metro_zori_uc_sfrcondomfr_sm_sa_month.csv","pulledAt":"2026-07-26","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori_city","name":"Zillow ZORI — city market rents","release":"zillow_zori_city.csv","pulledAt":"2026-07-29","url":"https://www.zillow.com/research/data/"},{"key":"zillow_zori_zip","name":"Zillow ZORI — ZIP market rents","release":"ZORI ZIP 2026-06","pulledAt":"2026-08-08","url":"https://www.zillow.com/research/data/"}],"history":[{"period":"2020-08-01","rent":843.013671},{"period":"2020-09-01","rent":849.248183},{"period":"2020-10-01","rent":859.130456},{"period":"2020-11-01","rent":868.794051},{"period":"2020-12-01","rent":879.94432},{"period":"2021-01-01","rent":884.242182},{"period":"2021-02-01","rent":892.170376},{"period":"2021-03-01","rent":900.435967},{"period":"2021-04-01","rent":905.354408},{"period":"2021-05-01","rent":918.771634},{"period":"2021-06-01","rent":930.612283},{"period":"2021-07-01","rent":941.648692},{"period":"2021-08-01","rent":955.610417},{"period":"2021-09-01","rent":970.464935},{"period":"2021-10-01","rent":981.372388},{"period":"2021-11-01","rent":993.965871},{"period":"2021-12-01","rent":1002.430676},{"period":"2022-01-01","rent":1011.806212},{"period":"2022-02-01","rent":1006.381778},{"period":"2022-03-01","rent":1006.270566},{"period":"2022-04-01","rent":1013.305432},{"period":"2022-05-01","rent":1021.157376},{"period":"2022-06-01","rent":1029.018793},{"period":"2022-07-01","rent":1036.588917},{"period":"2022-08-01","rent":1037.344678},{"period":"2022-09-01","rent":1046.341024},{"period":"2022-10-01","rent":1044.275312},{"period":"2022-11-01","rent":1045.307561},{"period":"2022-12-01","rent":1033.927207},{"period":"2023-01-01","rent":1038.227899},{"period":"2023-02-01","rent":1051.304068},{"period":"2023-03-01","rent":1055.69609},{"period":"2023-04-01","rent":1056.713577},{"period":"2023-05-01","rent":1059.60585},{"period":"2023-06-01","rent":1069.312516},{"period":"2023-07-01","rent":1079.412631},{"period":"2023-08-01","rent":1082.636223},{"period":"2023-09-01","rent":1075.046316},{"period":"2023-10-01","rent":1078.20317},{"period":"2023-11-01","rent":1086.263659},{"period":"2023-12-01","rent":1105.413948},{"period":"2024-01-01","rent":1112.873107},{"period":"2024-02-01","rent":1119.686374},{"period":"2024-03-01","rent":1126.501577},{"period":"2024-04-01","rent":1127.650289},{"period":"2024-05-01","rent":1121.208643},{"period":"2024-06-01","rent":1118.18736},{"period":"2024-07-01","rent":1123.934517},{"period":"2024-08-01","rent":1137.587161},{"period":"2024-09-01","rent":1140.247713},{"period":"2024-10-01","rent":1142.158318},{"period":"2024-11-01","rent":1135.80086},{"period":"2024-12-01","rent":1149.638672},{"period":"2025-01-01","rent":1154.453977},{"period":"2025-02-01","rent":1162.401489},{"period":"2025-03-01","rent":1163.457524},{"period":"2025-04-01","rent":1174.538695},{"period":"2025-05-01","rent":1187.225538},{"period":"2025-06-01","rent":1190.86975},{"period":"2025-07-01","rent":1191.132239},{"period":"2025-08-01","rent":1189.499805},{"period":"2025-09-01","rent":1199.926742},{"period":"2025-10-01","rent":1207.657184},{"period":"2025-11-01","rent":1218.404669},{"period":"2025-12-01","rent":1209.807245},{"period":"2026-01-01","rent":1210.791692},{"period":"2026-02-01","rent":1207.834287},{"period":"2026-03-01","rent":1211.616343},{"period":"2026-04-01","rent":1210.449156},{"period":"2026-05-01","rent":1211.005709},{"period":"2026-06-01","rent":1214.87132}],"historySummary":{"pointCount":71,"firstPeriod":"2020-08-01","latestPeriod":"2026-06-01","coverageMonths":71,"coverageRatio":1,"changes":{"1":{"years":1,"startPeriod":"2025-06-01","endPeriod":"2026-06-01","startRent":1190.86975,"endRent":1214.87132,"change":0.02015465587231513,"cagr":0.02015465587231513},"3":{"years":3,"startPeriod":"2023-06-01","endPeriod":"2026-06-01","startRent":1069.312516,"endRent":1214.87132,"change":0.13612372605951983,"cagr":0.04345856884552801},"5":{"years":5,"startPeriod":"2021-06-01","endPeriod":"2026-06-01","startRent":930.612283,"endRent":1214.87132,"change":0.30545377725258316,"cagr":0.05475671714496233}},"maxDrawdown":-0.011864025891428764,"annualizedVolatility":0.02105913827122301,"consecutiveReturnCount":70}}