BMIE BluFoodies Market Intelligence Engine

← Search

BMIE Market 45207

Hamilton County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)6,983
2020–2024 ACS 5-year estimate ±827 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households2,318
2020–2024 ACS 5-year estimate ±348 · 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 count7,974
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units3,188
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$49,801
2020–2024 ACS 5-year estimate ±12,163 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age23.4
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$991
2020–2024 ACS 5-year estimate ±106 · 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$229,200
2020–2024 ACS 5-year estimate ±42,813 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area1.2 sq mi
Census Gazetteer 2020
Restaurants6
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45207
Restaurants per 10,000 residents5.0
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+0.0%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+0.0%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+200.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+20.0%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 20288 (range 5–11)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.2 per year, r² 0.13) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score47 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score45 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score48 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score50 / 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: 47 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score44.74540%+17.9
Restaurant Opportunity Score47.74835%+16.7
Market Momentum Score49.95025%+12.5
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 45 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)6,9836540%+26.2
Median household income (ACS)49,8011540%+5.8
Households (ACS)2,3186320%+12.7
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 48 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth03535%+12.3
Restaurants per 10,000 residents (lower = more room)8.67825%+19.5
Population (ACS)6,9836520%+13.1
Median household income (ACS)49,8011520%+2.9
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 50 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth04250%+20.9
10-year restaurant growth03530%+10.5
20-year restaurant growth2009320%+18.6
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 (14)

By cuisine

American 4 · Coffee 4 · Dessert 2 · BBQ 1 · Cajun, Creole, Southern 1 · Chicken / wings 1 · Juice / smoothies 1 · Latin American (other) 1 · Mexican 1 · Sandwiches 1

By type

Restaurant (service type not stated) 8 · Café 4 · Casual dining 3 · Quick service 3 · Dessert 2 · Bar 1 · Brewery / taproom 1 · Coffee shop 1 · Juice, smoothie, tea 1 · Other 1

NameTypeCuisineAddressStatus
Cream + Sugar CoffeehouseCoffee shop · Restaurant (service type not stated) · CaféCoffee3546 Montgomery Rdopen
Currito Xavier University CurritoQuick serviceMexican · Latin American (other)1625 Herald Aveopen
Dana GardensBar · Casual dining1832 Dana Aveopen
Dbgc IncRestaurant (service type not stated)1910 Dana Aveopen
Faves Local & Healthy EateryCafé · Juice, smoothie, teaCoffee · Juice / smoothies · American3725 Ledgewood Dropen
IKE'S BBQRestaurant (service type not stated)BBQ · Cajun, Creole, Southern3200 Woodburn Aveopen
Jersey Mike's SubsQuick service · Restaurant (service type not stated)Sandwiches3800 Victory Parkway, Gallagher Student Center Buildingopen
King's Way CafeCaféCoffee3550 Montgomery Rdopen
Krispy & Krunchy Chicken Krispy Krunchy ChickenQuick serviceChicken / wings · American3601 Montgomery Rdopen
Listermann Brewing Trail HouseBrewery / taproom · Restaurant (service type not stated)3701 Montgomery Rd Ste Dopen
Skyline ChiliRestaurant (service type not stated)1654 Herald Ave.open
SodexoRestaurant (service type not stated) · Other · Casual dining · CaféAmerican · Coffee3800 Victory Pkwyopen
Sweet Petit DessertsDessertDessert3546 Montgomery Rdopen
The Biggsnackdaddy SnacktrapDessert · Restaurant (service type not stated) · Casual diningDessert · American3431 Bevis Aveopen
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
1994853SIC1987
1995431SIC1987
1996642SIC1987
1997752SIC1987
199862112NAICS1997
19994112NAICS1997
20004112NAICS1997
20014112NAICS1997
200210112NAICS1997
20035222NAICS2002
20046332NAICS2002
20056332NAICS2002
20066332NAICS2002
200713542NAICS2002
200818442NAICS2007
200914442NAICS2007
201014442NAICS2007
20111561411NAICS2007
20121461411NAICS2012
20131561411NAICS2012
2014124131NAICS2012
2015155141NAICS2012
2016155141NAICS2012
20171674NAICS2017
20181564NAICS2017
20191843NAICS2017
20202284NAICS2017
202120934NAICS2017
20221653NAICS2022
20231764NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45207. 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
452291.1 mi112023
452061.2 mi202023
452671.7 mi12016
452121.8 mi412023
452082.1 mi532023
452172.2 mi112023
410742.3 mi52023
452192.4 mi712023
452092.5 mi802023
452202.6 mi212023
410732.8 mi242023
452023.0 mi1902023
Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.