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BMIE Market 45419

Montgomery County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)17,008
2020–2024 ACS 5-year estimate ±925 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households7,184
2020–2024 ACS 5-year estimate ±358 · 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 count15,159
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units7,141
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$92,264
2020–2024 ACS 5-year estimate ±4,943 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age38.1
2020–2024 ACS 5-year estimate ±3 · 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$1,034
2020–2024 ACS 5-year estimate ±73 · 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$248,400
2020–2024 ACS 5-year estimate ±15,254 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area3.7 sq mi
Census Gazetteer 2020
Restaurants27
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45419
Restaurants per 10,000 residents14.5
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+28.6%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+17.4%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+42.1%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+50.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202825 (range 21–29)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.2 per year, r² 0.12) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score71 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score78 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score65 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score71 / 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: 71 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score77.57840%+31.0
Restaurant Opportunity Score64.66535%+22.6
Market Momentum Score71.57125%+17.9
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 78 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)17,0087940%+31.5
Median household income (ACS)92,2647540%+30.1
Households (ACS)7,1848020%+16.0
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 65 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth17.46135%+21.3
Restaurants per 10,000 residents (lower = more room)15.95025%+12.4
Population (ACS)17,0087920%+15.7
Median household income (ACS)92,2647520%+15.1
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 71 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth28.68350%+41.3
10-year restaurant growth17.46130%+18.3
20-year restaurant growth42.16020%+11.9
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 (56)

By cuisine

Pizza 9 · American 6 · Coffee 6 · Dessert 6 · Asian 3 · Bakery 3 · Burgers 3 · Italian 3 · Sandwiches 3 · BBQ 2 · Chicken / wings 2 · Chinese 2 · Healthy / salads / bowls 2 · Ice cream / frozen desserts 2 · Juice / smoothies 2 · Breakfast 1 · European 1 · French 1 · Japanese 1 · Mexican 1 · Seafood 1 · Steakhouse 1 · Tea / bubble tea 1 · Thai 1

By type

Restaurant (service type not stated) 25 · Bar 12 · Quick service 12 · Dessert 7 · Bakery 5 · Casual dining 5 · Café 4 · Coffee shop 3 · Juice, smoothie, tea 3 · Specialty food shop 2 · Brewery / taproom 1 · Buffet 1 · Delivery-focused 1 · Fast casual 1

NameTypeCuisineAddressStatus
A Pretty PicnicSpecialty food shop · Quick service · Fast casualSandwiches · Healthy / salads / bowls2316 Far Hills Aveopen
Ashley's Pastry ShopBakery · DessertBakery · Dessert21 Park Aveopen
Bobby's British PubBar406 Dellwood Aveopen
Boston StokerCoffee shopCoffee2710 Far Hills Aveopen
Boston Stoker Coffee RoastersRestaurant (service type not stated)2710 Far Hills Aveopen
Brewski BarrelBar446 Patterson Rdopen
Bright Moon BuffetBuffetChinese · Asian2900 Wilmington Pikeopen
Bushido Ramen ShopRestaurant (service type not stated) · Juice, smoothie, teaTea / bubble tea · Japanese · Asian2607 Wilmington Pikeopen
C'est Tout BistroRestaurant (service type not stated)French2600 Far Hills Aveopen
Carmel's bar and grillBar · Restaurant (service type not stated)BBQ · Mexican1025 Shroyer Rdopen
Central Perc European CafeCafé · Restaurant (service type not stated)Coffee · European2315 Far Hills Aveopen
Chicken Head's Ghost KitchenRestaurant (service type not stated)American · Chicken / wings1122 E Dorothy Lnopen
Chinese buffetRestaurant (service type not stated)Chineseopen
Corleone'sRestaurant (service type not stated)Pizza966 Patterson Rdopen
Dairy Queen Dairy QueenQuick service · DessertBurgers · Ice cream / frozen desserts1042 Shroyer Rdopen
Diplomat LoungeBar2766 Wilmington Pikeopen
Domino's Pizza Domino's PizzaRestaurant (service type not stated) · Delivery-focusedPizza2533 Wilmington Pikeopen
Dual Expressions LlcRestaurant (service type not stated)931 Shroyer Rd Ste Aopen
Eclipse Coffee And TeaCaféCoffeeopen
Flyboys DeliRestaurant (service type not stated)2515 Far Hills Aveopen
Frisch's Big BoyCasual dining · Restaurant (service type not stated)Breakfast · Burgers · American2861 Wilmington Pikeopen
Graeter's Ice Cream Graeter's Ice CreamDessertIce cream / frozen desserts · Dessert2412 Far Hills Aveopen
Green Leaf LoungeBarDellwood Aveopen
Ice Ice SmoothieJuice, smoothie, teaJuice / smoothies2821 Wilmington Pikeopen
IyooBar · Quick service546 Garden Rdopen
Jersey Mike's Jersey Mike's SubsSpecialty food shop · Quick serviceSandwiches2831 Wilmington Pikeopen
Kramers Tavern DaytonCasual dining · BarPizza1018 Irving Aveopen
LaRosa's Pizzeria LaRosa's Pizzeria - Florence LocationRestaurant (service type not stated)Pizza2801 Wilmington Pikeopen
Little Caesars Pizza Little CaesarsQuick service · Restaurant (service type not stated)Pizza930 E Dorothy Lnopen
Madame Delluc Artisan ChocolatierDessertDessert2510 Far Hills Aveopen
Marion's PiazzaRestaurant (service type not stated)Pizza · Italian711 Shroyer Rdopen
Massaman Thai CuisineRestaurant (service type not stated)Thai · Asian467 Patterson Rdopen
McDonald's McDonald'sQuick service · Restaurant (service type not stated)Burgers2901 Wilmington Pikeopen
Moore Dessert Please!Bakery · DessertDessert1003 Shroyer Rdopen
Oakwood ClubRestaurant (service type not stated)Steakhouse · Seafood2414 Far Hills Aveopen
ODM Barbecue KetteringQuick serviceBBQ · American921 E Dorothy Lnopen
Papa Johns Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza1330 e dorothy lnopen
Partial To Pie BakeryBakery · DessertBakery · Dessert200 Shroyer Rdopen
PartnersBar443 Patterson Rdopen
Patterson PubBar970 Patterson Rdopen
Pizza Hut Pizza HutQuick servicePizza · Italian900 E Dorothy Lnopen
Rally'sQuick service2924 Wilmington Pikeopen
Say Yes CakesRestaurant (service type not stated)1003 SHROYER Rdopen
Side Room LoungeBar446 Patterson Rdopen
Skyline Chili Skyline ChiliCasual dining · Restaurant (service type not stated)American2724 Wilmington Pikeopen
Sonic Drive In Sonic Drive-InQuick service · Restaurant (service type not stated)American2890 Wilmington Pikeopen
Starbucks StarbucksCoffee shop · Café · BakeryCoffee · Bakery2424 Far Hills Aveopen
Submarine House Submarine HouseBar · Casual diningSandwiches930 E Dorothy Lnopen
The Dayton Beer CompanyBrewery / taproom912 E Dorothy Lnopen
The Shroyer InnBar1028 Shroyer Rdopen
Tim Hortons Tim Hortons Cafe and Bake ShopCoffee shop · Quick service · Dessert · BakeryCoffee · Dessert959 Patterson Rdopen
Troni's Italian RestaurantRestaurant (service type not stated)Italian · Pizza1314 E Dorothy Lnopen
Tropical Smoothie Cafe Tropical Smoothie CafeJuice, smoothie, tea · CaféJuice / smoothies · Healthy / salads / bowls · Coffee2307 Far Hills Aveopen
Wings FlyRestaurant (service type not stated) · Casual diningAmerican960 Patterson Rdopen
WingstopRestaurant (service type not stated)Chicken / wings2811 Wilmington Pikeopen
Paper Pod Designs LlcRestaurant (service type not stated)2308 Far Hills Aveclosed
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
19942218———4SIC1987
19952419———5SIC1987
19962419———5SIC1987
19972318———5SIC1987
199823178636NAICS1997
199924177736NAICS1997
200024177826NAICS1997
200123178636NAICS1997
200225198746NAICS1997
2003251961036NAICS2002
200426208936NAICS2002
200524187836NAICS2002
200627208847NAICS2002
200729229947NAICS2002
200829229946NAICS2007
2009292210846NAICS2007
201029228956NAICS2007
2011302381056NAICS2007
2012312491146NAICS2012
2013302371247NAICS2012
2014322571357NAICS2012
2015282361345NAICS2012
2016292251435NAICS2012
2017272031346NAICS2017
2018292131446NAICS2017
2019322331647NAICS2017
2020302241447NAICS2017
2021322341357NAICS2017
2022332561357NAICS2022
2023362761467NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45419. 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
454091.2 mi372023
454691.9 mi11994
454202.1 mi332023
454292.1 mi462023
454102.3 mi212023
454233.4 mi12016
454393.5 mi312023
454033.5 mi132023
454023.8 mi542023
454404.6 mi642023
454324.7 mi292023
454594.7 mi1282023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.