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BMIE Market 45244

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)28,511
2020–2024 ACS 5-year estimate ±1,346 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households10,961
2020–2024 ACS 5-year estimate ±551 · 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 count28,565
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units11,096
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$109,287
2020–2024 ACS 5-year estimate ±6,606 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age40.8
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$1,145
2020–2024 ACS 5-year estimate ±59 · 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$382,100
2020–2024 ACS 5-year estimate ±21,046 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area21.7 sq mi
Census Gazetteer 2020
Restaurants18
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45244
Restaurants per 10,000 residents7.0
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year-5.3%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+12.5%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+0.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+28.6%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202817 (range 13–20)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.1 per year, r² 0.01) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score70 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score87 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score76 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score34 / 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: 70 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score87.18740%+34.8
Restaurant Opportunity Score76.37635%+26.7
Market Momentum Score33.73425%+8.4
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 87 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)28,5118840%+35.1
Median household income (ACS)109,2878640%+34.5
Households (ACS)10,9618720%+17.5
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 76 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth12.55635%+19.7
Restaurants per 10,000 residents (lower = more room)6.38725%+21.8
Population (ACS)28,5118820%+17.6
Median household income (ACS)109,2878620%+17.3
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 34 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth-5.32250%+11.2
10-year restaurant growth12.55630%+16.9
20-year restaurant growth02820%+5.6
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 (58)

By cuisine

Pizza 8 · Bakery 7 · Coffee 7 · American 5 · Burgers 5 · Sandwiches 5 · Dessert 3 · Italian 3 · BBQ 2 · Chicken / wings 2 · Juice / smoothies 2 · Mexican 2 · Seafood 2 · Asian 1 · Cajun, Creole, Southern 1 · French 1 · Healthy / salads / bowls 1 · Ice cream / frozen desserts 1 · Latin American (other) 1 · Tea / bubble tea 1 · Vegetarian 1

By type

Restaurant (service type not stated) 31 · Bar 16 · Casual dining 8 · Quick service 8 · Bakery 7 · Dessert 7 · Café 6 · Coffee shop 4 · Food truck 3 · Juice, smoothie, tea 3 · Brewery / taproom 2 · Other 2 · Winery / distillery / taproom 2 · Specialty food shop 1

NameTypeCuisineAddressStatus
Anderson Township PubQuick service · Bar · Restaurant (service type not stated) · Casual diningBurgers6694 Clough Pikeopen
BG's GrillRestaurant (service type not stated) · Food truckAmerican4766 Sandra Lee Lnopen
BOBA HOUSE Milford, OHIOJuice, smoothie, tea · Restaurant (service type not stated)Tea / bubble tea · Asianopen
Brylan's CafeCoffee shop · Restaurant (service type not stated) · CaféCoffee · Vegetarian · Sandwiches6926 Main Stopen
Burger EnvironmntlRestaurant (service type not stated)Burgers7945 Main Stopen
Burger Farm Pumpkin PatchBarBurgersopen
BwayBar · Quick service8200 Broadwell Rdopen
Casey'sRestaurant (service type not stated)Pizza539 Old State Route 74open
Ciudad de MexicoFood truckMexican · Latin American (other)8345 Clough Pikeopen
Clough CrossingsCasual dining · Restaurant (service type not stated) · BarAmerican6892 Clough Pikeopen
Cotton Candy Sky LLCDessert · CaféCoffee7017 Lawyer Rdopen
Dairy CornerDessert · Juice, smoothie, teaIce cream / frozen desserts · Juice / smoothies3501 Church Stopen
Deep Dish Sweets & TreatsBakery · DessertBakery · Dessert4985 Cinnamon Ctopen
Dexter Bourbon CompanyWinery / distillery / taproom · Restaurant (service type not stated) · Other3849 Edwards Rdopen
Dipped by BobbyDessert · BakeryBakery830 Blackcomb Dropen
Doscher's CandiesDessertDessert6926 Main Stopen
Eastgate Shakes (Everyday Nutrition)Juice, smoothie, tea · Restaurant (service type not stated)Juice / smoothies · Healthy / salads / bowls545 Clough Pikeopen
Ethel's Tavern Marlow's TavernBar4095 Round Bottom Rdopen
Feel Good Food StopBakery · CaféBakery · Sandwiches · Coffee6836 Main Stopen
Grammas PizzaRestaurant (service type not stated)Pizza · Italian618 Old State Route 74open
Hank's Mt. Carmel PubBar · Casual dining4501 Mt Carmel Tobasco Rdopen
Happy 2 Brewing CompanyRestaurant (service type not stated) · Brewery / taproom · BarPizza · Italian8298 Clough Pikeopen
Ivy Hills Cigar BarBar7400 Spyglass Ctopen
Jean Paul's ParadisoBakeryBakery6732 Clough Pikeopen
Jones Fish Hatchery & Pond StockingRestaurant (service type not stated)Seafood3433 Church Stopen
Just Q'in Barbeque CateringRestaurant (service type not stated)BBQ6901 Valley Lnopen
La SoupeRestaurant (service type not stated)French4150 Round Bottomopen
LaRosa's PizzeriaRestaurant (service type not stated)Pizza485 Old State Route 74open
Lee's Famous RecipeRestaurant (service type not stated)Chicken / wings3638 Round Bottom Rdopen
Little Caesars Pizza Little CaesarsQuick service · Restaurant (service type not stated)Pizza4256 Mt Carmel Tobasco Rdopen
Lobsta Bakes of MaineSpecialty food shop · Coffee shop · Quick serviceSandwiches · Coffee · Seafood3533 Church Stopen
Luckman Coffee Luckman Coffee Castle RockCoffee shop · Restaurant (service type not stated) · CaféCoffee8298 Clough Pikeopen
Lucy Blue PizzaRestaurant (service type not stated)Pizza · Italian6732 Clough Pikeopen
Magic Moves IncRestaurant (service type not stated)6809 Main Stopen
Main Street CafeRestaurant (service type not stated) · CaféAmerican · Coffee6903 Main Stopen
Marcella's Doughnuts & Bakery Marcella's Doughnuts & BakeryBakery · DessertBakery · Dessert545 Clough Pikeopen
Mary’s ClubhouseBar6520 Batavia Pikeopen
McDonald'sRestaurant (service type not stated)Burgers4642 Aicholtz Rdopen
McDonald's McDonald'sQuick service4642 Aicholtz Roadopen
Mercer Social HouseCasual dining · Restaurant (service type not stated) · BarAmerican6623 Main Stopen
Mt. Carmel Brewing CompanyBrewery / taproom · Casual dining · Bar4362 Mt Carmel Tobasco Rdopen
Newport Brau, Llc.Restaurant (service type not stated)485 Old State Route 74open
Newtown Village TavernRestaurant (service type not stated) · Casual dining · BarPizza6778 Main Stopen
Noble ChickenRestaurant (service type not stated)Chicken / wings · Cajun, Creole, Southern4600 Beechwood Rd #900open
Papa Johns Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza545 Clough Pikeopen
Pigskins Bar and GrillCasual dining · Bar455 Old State Rte 74open
Robert James DistilleryWinery / distillery / taproom · BarBBQ3804 Church Stopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches4256 Mt Carmel Tobasco Rdopen
SUBWAYOtherSandwichesSR 125open
Taco Jared 12Food truck8345 Clough Pikeopen
Taqueria El Pastor DoradoRestaurant (service type not stated)Mexican3251 Mount Carmel Rdopen
The Fork and Pie BakeryBakery · Restaurant (service type not stated) · DessertBakery6836 Main Stopen
The Growler StopBar3804 Church Stopen
The LB LodgeRestaurant (service type not stated)3525 Church Stopen
Urban Grill On MainCasual dining · Bar6623 Main Stopen
Village Coffee ShopCoffee shop · Café · BakeryCoffee · Bakery7397 Main Stopen
Wendy's Wendy'sQuick serviceBurgers · American3478 River Hills Driveopen
Coffee UndergroundJuice, smoothie, teaTea / bubble tea3442 Church Stclosed
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
19941814———4SIC1987
19951814———4SIC1987
19962315———8SIC1987
19972319———4SIC1987
19982216115—5NAICS1997
1999191495—4NAICS1997
2000171385—3NAICS1997
200119148514NAICS1997
20022217107—4NAICS1997
2003231810714NAICS2002
2004251810716NAICS2002
200525199915NAICS2002
200623179715NAICS2002
200725199825NAICS2002
200823178814NAICS2007
200924188824NAICS2007
201027201010—5NAICS2007
20112519811—5NAICS2007
20122216610—5NAICS2012
2013211679—3NAICS2012
20142118810—2NAICS2012
20152218810—3NAICS2012
2016242081113NAICS2012
20172520911—3NAICS2017
2018241999—3NAICS2017
2019231879—3NAICS2017
2020231989—3NAICS2017
2021221889—3NAICS2017
2022191577—3NAICS2022
2023221898—3NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45244. 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
451743.2 mi22016
452553.8 mi722023
452274.2 mi552023
452304.4 mi252023
452454.5 mi682023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.