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BMIE Market 45039

Warren County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)28,335
2020–2024 ACS 5-year estimate ±1,613 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households10,945
2020–2024 ACS 5-year estimate ±707 · 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 count22,814
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units9,179
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$108,794
2020–2024 ACS 5-year estimate ±8,194 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age39.5
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$1,677
2020–2024 ACS 5-year estimate ±163 · 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$327,200
2020–2024 ACS 5-year estimate ±12,329 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area15.6 sq mi
Census Gazetteer 2020
Restaurants28
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45039
Restaurants per 10,000 residents10.5
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+7.7%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+7.7%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+100.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+460.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202829 (range 25–32)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.2 per year, r² 0.11) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score76 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score87 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score71 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score64 / 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: 76 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score86.98740%+34.8
Restaurant Opportunity Score71.17135%+24.9
Market Momentum Score64.46425%+16.1
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 87 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)28,3358840%+35.1
Median household income (ACS)108,7948640%+34.4
Households (ACS)10,9458720%+17.5
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 71 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth7.75235%+18.2
Restaurants per 10,000 residents (lower = more room)9.97325%+18.2
Population (ACS)28,3358820%+17.5
Median household income (ACS)108,7948620%+17.2
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 64 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth7.76550%+32.4
10-year restaurant growth7.75230%+15.6
20-year restaurant growth1008220%+16.5
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 (53)

By cuisine

American 11 · Pizza 9 · Dessert 6 · Asian 5 · Coffee 5 · Ice cream / frozen desserts 5 · Mexican 5 · Burgers 4 · Chinese 4 · Italian 3 · Sandwiches 3 · Southwestern / Tex-Mex 3 · Indian 2 · Japanese 2 · Latin American (other) 2 · Sushi 2 · Bakery 1 · Caribbean 1 · German / Eastern European 1 · Hot dogs 1 · Juice / smoothies 1 · Seafood 1

By type

Restaurant (service type not stated) 28 · Bar 11 · Quick service 11 · Casual dining 9 · Dessert 7 · Coffee shop 4 · Bakery 2 · Café 2 · Brewery / taproom 1 · Delivery-focused 1 · Juice, smoothie, tea 1

NameTypeCuisineAddressStatus
12 Degrees Italian IceDessertDessert · Ice cream / frozen desserts34 Grandin Rdopen
Atom PlusRestaurant (service type not stated)Caribbean1505 Grandin Rdopen
Bei Jing Asian RestaurantRestaurant (service type not stated)Chinese · Asian2902-1 US-22open
Buzzed Bull Creamery - Maineville, OHDessertIce cream / frozen desserts6052 OH-48open
Cartridge BrewingBrewery / taproom · Casual dining · Bar1411 Grandin Rdopen
Cold Stone Creamery Cold Stone CreameryDessertIce cream / frozen desserts · Dessert5982 Ohio-48open
Creekside Cigar CoBar1381 US-22open
Domino's Pizza Domino's PizzaQuick service · Delivery-focusedPizza5797 OH-48 #106open
Dunkin' Dunkin'Bakery · Juice, smoothie, tea · Dessert · Coffee shopDessert · Juice / smoothies · Coffee5990 State Route 48open
El Picante El Picante Authentic Mexican Grill Loveland MiamivilleRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)37 US-22open
Eli's Sports Bar & Grill Eli's sports bar and grill- RossBar · Casual dining3187 Western Row Rdopen
Fantastic Wok IIRestaurant (service type not stated)Chinese · Asian3187 Western Row Rd #118open
Gold Star Gold StarQuick serviceBurgers · American17 US-22 #3open
Hayashiya japanese cuisineRestaurant (service type not stated)Japanese · Sushi2 US-22open
Hi Sushi and GrillRestaurant (service type not stated)Japanese · Sushi · Asian2904-2 US-22open
Hot Head Burritos Hot Head BurritosRestaurant (service type not stated)Southwestern / Tex-Mex · Mexican6064 OH-48open
Jersey Mike's Jersey Mike's SubsQuick serviceSandwiches · American5986 Ohio 48open
Klair's Indian CuisineRestaurant (service type not stated)Indian83 Grandin Rdopen
Krimmer's Italianette Pizzeria Maineville Krimmer's Italianette MainevilleRestaurant (service type not stated)Italian · Pizza15 E Foster-Maineville Rdopen
Landen/Maineville LaRosa's PizzeriaRestaurant (service type not stated)Pizza3123 W US 22/3open
LaRosa's Pizza LaRosa's PizzeriaRestaurant (service type not stated)Pizza · Italian3123 US-22open
LeonsmexicangrillRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex · Latin American (other)2912 W US-22open
Macs Pizza Pub Landen Mac's Pizza Pub LandenCasual dining · BarPizza2920 US-22open
MaineTowneRestaurant (service type not stated) · Casual dining · BarAmerican8143 S State Route 48open
Marco's Pizza Marco's PizzaRestaurant (service type not stated)Pizza · Italian43 E Us 22 And 3open
McDonald'sRestaurant (service type not stated)Burgers90 E Towne Center Blvdopen
McDonald's McDonald'sQuick serviceBurgers · American2930 W Montgomery Rdopen
New ChinaRestaurant (service type not stated)Chinese · Asian · Seafood6050 Ohio 48open
Papa John's Pizza Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza5980 OH-48open
Papa Murphy's Take 'N' Bake PizzaRestaurant (service type not stated)Pizza6647 S State Route 48open
Penn Station East Coast Subs Penn Station East Coast SubsQuick serviceSandwiches · American5996 OH-48open
Putters Sports Grill Putters Sports Grill - Liberty TwpCasual dining · BarAmerican6040 OH-48open
Saffron Indian CuisineRestaurant (service type not stated) · Casual diningIndian · American83 Grandin Rdopen
ScoopzDessertIce cream / frozen desserts · Dessert34 W Foster-Maineville Rdopen
Servatii ServatiiBakery · DessertBakery · German / Eastern European · Dessert21 E US Hwy 22 And 3open
Shooters Sports Grill Shooters Sports Grill-HamiltonCasual dining · BarAmerican6352 OH-48open
Skyline ChiliRestaurant (service type not stated)6016 S State Route 48open
Skyline ChiliQuick service · Restaurant (service type not stated)Hot dogs · Mexican2922 West US 22open
Snappy Tomato PizzaRestaurant (service type not stated)Pizza6647 S State Route 48open
Sonic Drive In Sonic Drive-InRestaurant (service type not stated) · Quick serviceAmerican3105 W State Route 22 and 3open
StarbucksCoffee shop · Restaurant (service type not stated)Coffee5705 S State Route 48open
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches6046 S OH-48open
Super WokRestaurant (service type not stated)Chinese · Asianopen
Tabby's American Bar & GrillBar2920 W US Highway 22 and 3 Mainevilleopen
Taco Bell Taco BellQuick serviceMexican6000 OH-48open
The Monkey Bar & GrilleCasual dining · Restaurant (service type not stated) · BarAmerican7837 Old 3C Hwyopen
The Nook CafeCaféCoffee2894 W US Highway 22 and 3open
Tim HortonsCoffee shopCoffee5990 S State Route 48open
Victory PintsCasual dining · Bar48 W Foster-Maineville Rdopen
Wendy's Wendy'sQuick serviceBurgers · American54 E. Grandin Rd.open
Whipty-Do!DessertIce cream / frozen desserts · Dessert2529 US-22open
Winans Coffee & Chocolate Winans Coffee & ChocolateCoffee shop · Café · BarCoffee49 US-22open
Write on CakesRestaurant (service type not stated)2875 Mossy Brink Ctopen
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
199455SIC1987
199544SIC1987
1996651SIC1987
19971010SIC1987
1998109631NAICS1997
19999963NAICS1997
2000111147NAICS1997
2001121266NAICS1997
2002131385NAICS1997
2003141486NAICS2002
200417169611NAICS2002
2005242191113NAICS2002
20062423111111NAICS2002
20072423111111NAICS2002
2008242381321NAICS2007
2009262571441NAICS2007
201024249123NAICS2007
201125259133NAICS2007
2012262510141NAICS2012
201326269143NAICS2012
2014282710152NAICS2012
2015282610151NAICS2012
201627269143NAICS2012
201727261113NAICS2017
2018262611123NAICS2017
201925251310NAICS2017
2020252410104NAICS2017
2021272610124NAICS2017
202231309174NAICS2022
202330289163NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45039. 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
450342.1 mi12010
450653.2 mi62023
450404.4 mi1512023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.