BMIE BluFoodies Market Intelligence Engine

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BMIE Market 31301

Liberty County, Georgia · ZCTA boundaries as of 2020

Profile

Population (current estimate)4,933
2020–2024 ACS 5-year estimate ±591 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households1,858
2020–2024 ACS 5-year estimate ±253 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B11001_001E · on 2020 boundaries · retrieved 2026-09-05
Population, 2010 Census count4,591
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units2,114
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$65,417
2020–2024 ACS 5-year estimate ±16,228 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age36.6
2020–2024 ACS 5-year estimate ±7 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01002_001E · on 2020 boundaries · retrieved 2026-09-05
Median gross rent$982
2020–2024 ACS 5-year estimate ±122 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25064_001E · on 2020 boundaries · retrieved 2026-09-05
Median home value$181,900
2020–2024 ACS 5-year estimate ±35,893 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area17.6 sq mi
Census Gazetteer 2020
Restaurants1
2016 · U.S. Census Bureau, ZIP Code Business Patterns 2016 detail (NAICS2012) · by USPS ZIP 31301
Restaurants per 10,000 residentsNot yet derived
Projected restaurants, 5 years aheadNot enough history to project
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score60 / 100
MODELED · bmie_market_score v1 · confidence Medium · why?
Consumer Market Score52 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score69 / 100
MODELED · restaurant_opportunity_score v1 · confidence Medium · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

Why these scores?

Each score is a weighted average of national percentile ranks (0 = lowest of all ZCTAs with that figure, 100 = highest). Weights are set in the model registry, not in code, and every score carries its model version.

BMIE Market Score: 60 (Medium confidence)

ComponentValueRankWeightAdds
Consumer Market Score51.85240%+27.6
Restaurant Opportunity Score68.86935%+32.1
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 52 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)4,9336040%+24.1
Median household income (ACS)65,4173940%+15.8
Households (ACS)1,8586020%+12.0
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 69 (Medium confidence)

ComponentValueRankWeightAdds
Restaurants per 10,000 residents (lower = more room)2.09925%+38.1
Population (ACS)4,9336020%+18.5
Median household income (ACS)65,4173920%+12.1
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (2)

By cuisine

Chicken / wings 1 · Pizza 1

By type

Restaurant (service type not stated) 2

NameTypeCuisineAddressStatus
Hunt Brothers PizzaRestaurant (service type not stated)Pizza23 Talmadge Rdopen
Krispy Krunchy ChickenRestaurant (service type not stated)Chicken / wings1457 Dunlevie Rdopen
Listings: Overture Maps Places (CDLA-Permissive-2.0), matched into the BMIE restaurant master. Census establishment counts and listing counts differ by definition (Census counts employer establishments in the reference week; listings are places currently mapped).

Restaurant establishments over time

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
2016111NAICS2012
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 31301. Categories are BMIE roll-ups of the published SIC/NAICS codes (full vs limited service is not split under SIC). More years load in stages.

Nearby markets (within 5 miles)

ZCTADistanceRestaurantsYear
313331.5 mi11998
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.