BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 30107

Cherokee County, Georgia · ZCTA boundaries as of 2020

Profile

Population (current estimate)19,134
2020–2024 ACS 5-year estimate ±1,521 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households6,773
2020–2024 ACS 5-year estimate ±530 · 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 count12,908
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units5,016
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$110,811
2020–2024 ACS 5-year estimate ±5,263 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age41.8
2020–2024 ACS 5-year estimate ±2 · 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$1,088
2020–2024 ACS 5-year estimate ±346 · 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$387,600
2020–2024 ACS 5-year estimate ±16,919 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area108.1 sq mi
Census Gazetteer 2020
Restaurants13
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 30107
Restaurants per 10,000 residents3.9
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+62.5%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+62.5%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+333.3%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+550.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202815 (range 12–17)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.5 per year, r² 0.66) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score86 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score83 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score85 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score92 / 100
MODELED · market_momentum_score v1 · confidence High · 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: 86 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score82.88340%+33.1
Restaurant Opportunity Score85.18535%+29.8
Market Momentum Score91.79225%+22.9
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 83 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)19,1348140%+32.3
Median household income (ACS)110,8118740%+34.8
Households (ACS)6,7737920%+15.8
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 85 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth62.58735%+30.3
Restaurants per 10,000 residents (lower = more room)6.88525%+21.3
Population (ACS)19,1348120%+16.1
Median household income (ACS)110,8118720%+17.4
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 92 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth62.59350%+46.3
10-year restaurant growth62.58730%+26.0
20-year restaurant growth333.39720%+19.5
Restaurant-count growth only until population and income growth series exist.

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

Restaurants on file (30)

By cuisine

Pizza 7 · American 5 · BBQ 4 · Cajun, Creole, Southern 3 · Mexican 3 · Bakery 2 · Chicken / wings 2 · Juice / smoothies 2 · Sandwiches 2 · Breakfast 1 · Burgers 1 · Coffee 1 · Dessert 1 · Ice cream / frozen desserts 1 · Italian 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 15 · Quick service 5 · Bar 3 · Bakery 2 · Brewery / taproom 2 · Casual dining 2 · Catering 2 · Dessert 2 · Food truck 2 · Juice, smoothie, tea 2 · Café 1 · Coffee shop 1 · Delivery-focused 1 · Specialty food shop 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
Amos BBQ & BiscuitsRestaurant (service type not stated)BBQ · Cajun, Creole, Southern · American697 Hightower Trailopen
Arbor CafeRestaurant (service type not stated)American1987 Gibbs Dropen
Ball Ground Burger BusFood truckBurgers · American288 Gilmer Ferry Rdopen
Ball Ground NutritionJuice, smoothie, tea · Restaurant (service type not stated)Juice / smoothies · Tea / bubble tea10150 Ball Ground Hwyopen
Ball Ground TavernCasual dining · BarMexican270 Gilmer Ferry Rdopen
Barrel House Coffee CompanyCoffee shop · CaféCoffee275 Gilmer Ferry Rdopen
Cheez’d and ConfuzedFood truck · Catering2960 Canton Hwyopen
Choate BBQRestaurant (service type not stated)BBQ · Cajun, Creole, Southern · American10150 Ball Ground Hwy Suite 201open
Dominic's Food Trucks and DiningRestaurant (service type not stated)Pizza · Italian340 Gilmer Ferry Rdopen
Domino's Pizza Domino's PizzaQuick service · Delivery-focusedPizza8302 Canton Hwyopen
Feathers Edge VineyardsWinery / distillery / taproom10061 Ball Ground Hwyopen
Frankfurt Doner & MeatsSpecialty food shop · Quick serviceSandwiches250 Gilmer Ferry Rdopen
Hunt Brothers PizzaRestaurant (service type not stated)Pizza4591 Ball Ground Highwayopen
Hunt Brothers PizzaRestaurant (service type not stated)Pizza · Chicken / wings3010 Ball Ground Highwayopen
Jill's Cakes & BakesBakery · DessertBakery · Dessert370 Gilmer Ferry Rdopen
Krispy Krunchy Chicken Krispy Krunchy ChickenQuick service · Restaurant (service type not stated)Chicken / wings155 Howell Bridge Rdopen
Les Bon Temps Louisiana KitchenRestaurant (service type not stated)Cajun, Creole, Southern248 Gilmer Ferry Rdopen
Paddilox BakeryBakeryBakery476 Lula Payne Trlopen
Paws PizzaQuick servicePizza32 Yellow Creek Rdopen
Reformation BreweryBrewery / taproom · Bar750 Henry Turner Trlopen
Rock Solid BrewingBrewery / taproom · Bar345 Gilmer Ferry Rdopen
Scooped on MainDessert · Juice, smoothie, teaIce cream / frozen desserts · Juice / smoothies301 Gilmer Ferry Rdopen
SOL Ball GroundRestaurant (service type not stated)MexicanBall Ground Fitness, 10150 Ball Ground Hwyopen
Stevie D’s SmokehouseCateringBBQopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches9970 Ball Ground Highwayopen
Taco Social Ball GroundRestaurant (service type not stated)Mexican248 Gilmer Ferry Rdopen
Two Brothers Bar B QRestaurant (service type not stated)BBQ1695 Old Canton Rdopen
Uncle Peppers Pizza KitchenRestaurant (service type not stated)Pizza10150 Ball Ground Hwy Ste 202open
Waffle House Waffle HouseCasual diningBreakfast · American150 Howell Bridge E EXTopen
Wayno & Deano La’ PizzzzaRestaurant (service type not stated)Pizza32 Yellow Creek 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
199422SIC1987
199522SIC1987
199611SIC1987
199711SIC1987
1998333NAICS1997
19994431NAICS1997
20004431NAICS1997
2001333NAICS1997
20024431NAICS1997
20033321NAICS2002
20043321NAICS2002
20053321NAICS2002
20065431NAICS2002
200765311NAICS2002
200865221NAICS2007
200965311NAICS2007
201065221NAICS2007
201177331NAICS2007
20129945NAICS2012
20138835NAICS2012
20148844NAICS2012
2015111073NAICS2012
201698431NAICS2012
20179743NAICS2017
20189853NAICS2017
2019111063NAICS2017
2020131163NAICS2017
202112117NAICS2017
2022131274NAICS2022
2023151374NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 30107. 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)

None within 5 miles.