BMIE Market 45122

Clermont County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	10,977 2020–2024 ACS 5-year estimate ±1,040 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	4,166 2020–2024 ACS 5-year estimate ±403 · 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 count	11,054 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	4,350 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$83,342 2020–2024 ACS 5-year estimate ±8,691 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	41.9 2020–2024 ACS 5-year estimate ±6 · 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	$1,265 2020–2024 ACS 5-year estimate ±283 · 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	$222,100 2020–2024 ACS 5-year estimate ±21,443 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	42.2 sq mi Census Gazetteer 2020
Restaurants	9 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45122
Restaurants per 10,000 residents	2.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+12.5% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+50.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+125.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+125.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	11 (range 10–12) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.3 per year, r² 0.86) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	74 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	70 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	76 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	77 / 100 MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

Trends

Historical lines are published counts. Dashed lines are derived: a least-squares trend through the last decade, extended as a FORECAST with its 80% range. Momentum, not a guarantee.

Restaurants by year, with trend and projection

ZIP Code Business Patterns, USPS ZIP 45122. Projection: linear trend v1, fitted 2013–2023, +0.3 restaurants per year, r² 0.86, confidence High.

Growth index (first year on file = 100)

Each category relative to its own first published count. Full/limited split is unavailable under SIC (before 1998).

Mix of the food-service market

Share of all food-service establishments. "Other" = snack bars, caterers, contractors, mobile.

Population and restaurants per 10,000 residents

Population points: 2010 Census count and ACS 5-year estimates on file (more vintages load over time). Density uses the population point within two years of each restaurant count. Population projection appears once three or more ACS years are loaded.

Restaurant growth vs. Ohio and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 989, U.S. n = 24,852). DERIVED from ZIP Code Business Patterns.

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: 74 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	69.6	70	40%	+27.9
Restaurant Opportunity Score	76.3	76	35%	+26.7
Market Momentum Score	77.3	77	25%	+19.3

Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 70 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	10,977	72	40%	+28.9
Median household income (ACS)	83,342	66	40%	+26.4
Households (ACS)	4,166	72	20%	+14.3

Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 76 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	50	82	35%	+28.8
Restaurants per 10,000 residents (lower = more room)	8.2	79	25%	+19.9
Population (ACS)	10,977	72	20%	+14.4
Median household income (ACS)	83,342	66	20%	+13.2

Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 77 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	12.5	71	50%	+35.3
10-year restaurant growth	50	82	30%	+24.7
20-year restaurant growth	125	87	20%	+17.4

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 (17)

By cuisine

American 4 · Bakery 3 · Pizza 3 · Asian 2 · BBQ 2 · Burgers 1 · Chinese 1 · Coffee 1 · Dessert 1 · Hot dogs 1 · Ice cream / frozen desserts 1 · Italian 1 · Juice / smoothies 1

By type

Restaurant (service type not stated) 12 · Bakery 3 · Casual dining 3 · Quick service 3 · Bar 2 · Dessert 2 · Café 1 · Coffee shop 1 · Delivery-focused 1 · Juice, smoothie, tea 1

Name	Type	Cuisine	Address	Status
Angilo's Pizza Angilo's Pizza Mt. Healthy	Restaurant (service type not stated)	Pizza · Italian	1723 OH-28	open
Bacon Brothers Barbecue	Restaurant (service type not stated)	BBQ · American	1711 State Route 28	open
BBQ High Life	Restaurant (service type not stated)	BBQ · American	1800 Main St	open
Cedarville Road Farm	Bakery	Bakery	2831 Cedarville Rd	open
Critter's Tavern	Bar · Casual dining		2405 Woodville Pike	open
Domino's Domino's Pizza	Restaurant (service type not stated) · Quick service · Delivery-focused	Pizza	6723 State Rt 132	open
Flour&Water Sourdough Bread	Bakery · Dessert	Bakery · Dessert	12 Valley Ln	open
Gathering Place	Casual dining · Restaurant (service type not stated)	American	515 Liberty St	open
Good Taste Asian Restaurant	Restaurant (service type not stated)	Chinese · Asian	6725 Dick Flynn Blvd	open
Goshen Grind	Coffee shop · Restaurant (service type not stated) · Café	Coffee	6744 Dick Flynn Blvd	open
Great Wall	Restaurant (service type not stated)	Asian	6725 Dick Flynn Boulevard D	open
Lori's American Grille	Restaurant (service type not stated) · Casual dining · Bar	American	1711 OH-28 Building 1	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	6778 State Rte 28	open
Papa John's Pizza	Restaurant (service type not stated)	Pizza	6725-C Dick Flynn Blvd	open
Skyline Restaurant Skyline Chili Lakewood Ranch	Quick service · Restaurant (service type not stated)	Hot dogs	1877 OH-28	open
Sprinkles Sprinkles	Dessert · Juice, smoothie, tea	Ice cream / frozen desserts · Juice / smoothies	1861 Main St	open
Weiss Baking Company	Bakery	Bakery	1705 OH-28	open

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

Year	All food service	Restaurants	Full-service	Limited-service	Snack & beverage	Bars	Industry codes
1994	5	4	—	—	—	1	SIC1987
1995	5	4	—	—	—	1	SIC1987
1996	1	1	—	—	—	—	SIC1987
1997	1	1	—	—	—	—	SIC1987
1998	3	3	2	1	—	—	NAICS1997
1999	3	3	2	1	—	—	NAICS1997
2000	3	3	2	1	—	—	NAICS1997
2001	4	4	2	2	—	—	NAICS1997
2002	5	4	1	3	—	—	NAICS1997
2003	5	4	1	3	—	—	NAICS2002
2004	5	5	1	4	—	—	NAICS2002
2005	5	4	1	3	—	1	NAICS2002
2006	4	4	1	3	—	—	NAICS2002
2007	6	5	2	3	—	1	NAICS2002
2008	5	3	1	2	—	1	NAICS2007
2009	4	3	1	2	—	—	NAICS2007
2010	3	3	1	2	—	—	NAICS2007
2011	4	3	1	2	—	—	NAICS2007
2012	6	5	1	4	—	—	NAICS2012
2013	7	6	2	4	—	—	NAICS2012
2014	7	6	2	4	—	—	NAICS2012
2015	8	7	3	4	—	—	NAICS2012
2016	9	8	3	4	1	—	NAICS2012
2017	8	7	—	4	—	—	NAICS2017
2018	9	8	—	5	—	—	NAICS2017
2019	9	8	—	5	—	—	NAICS2017
2020	9	8	—	4	—	—	NAICS2017
2021	10	9	—	5	—	—	NAICS2017
2022	10	9	—	5	—	—	NAICS2022
2023	9	9	—	5	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45122. 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)

ZCTA	Distance	Restaurants	Year
45158	4.1 mi	1	2016
45162	4.2 mi	1	2016

Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.