BMIE Market 45176

Clermont County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	10,072 2020–2024 ACS 5-year estimate ±728 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	4,040 2020–2024 ACS 5-year estimate ±342 · 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	9,100 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	3,648 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$67,727 2020–2024 ACS 5-year estimate ±7,563 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.4 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	$924 2020–2024 ACS 5-year estimate ±110 · 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	$222,500 2020–2024 ACS 5-year estimate ±15,598 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	53.1 sq mi Census Gazetteer 2020
Restaurants	Not published for this ZIP 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45176
Restaurants per 10,000 residents	3.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+0.0% DERIVED: 2011 → 2016, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-33.3% DERIVED: 2006 → 2016, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-75.0% DERIVED: 1996 → 2016, ZIP Code Business Patterns restaurants
Projected restaurants, 2021	2 (range 0–3) FORECAST · linear trend v1 fitted to 2006–2016 (11 points, -0.1 per year, r² 0.38) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	48 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	60 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	51 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	24 / 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 45176. Projection: linear trend v1, fitted 2006–2016, -0.1 restaurants per year, r² 0.38, confidence Low.

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: 48 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	60.0	60	40%	+24.0
Restaurant Opportunity Score	50.9	51	35%	+17.8
Market Momentum Score	23.7	24	25%	+5.9

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

Consumer Market Score: 60 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	10,072	71	40%	+28.4
Median household income (ACS)	67,727	43	40%	+17.4
Households (ACS)	4,040	71	20%	+14.2

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

Restaurant Opportunity Score: 51 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-33.3	9	35%	+3.2
Restaurants per 10,000 residents (lower = more room)	2.0	99	25%	+24.8
Population (ACS)	10,072	71	20%	+14.2
Median household income (ACS)	67,727	43	20%	+8.7

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

Market Momentum Score: 24 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	0	42	50%	+20.9
10-year restaurant growth	-33.3	9	30%	+2.8
20-year restaurant growth	-75	0	20%	+0.1

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 (19)

By cuisine

Bakery 5 · Coffee 3 · Sandwiches 3 · American 2 · Dessert 2 · Italian 2 · Pizza 2 · Burgers 1 · Chicken / wings 1 · Healthy / salads / bowls 1 · Mexican 1

By type

Restaurant (service type not stated) 8 · Bakery 5 · Bar 4 · Café 3 · Casual dining 3 · Brewery / taproom 2 · Dessert 2 · Coffee shop 1 · Fast casual 1 · Other 1

Name	Type	Cuisine	Address	Status
Blue Oven Bakery	Bakery	Bakery	4257 McKeever Rd	open
Ck Restaurant Group, Llc	Restaurant (service type not stated)		302 W Main St	open
Clermont Senior Services	Restaurant (service type not stated)		549 W Main St Ste B	open
Don's Bar & Grill	Casual dining · Restaurant (service type not stated) · Bar		3825 Moore Marathon Rd	open
Double E Bar	Bar · Restaurant (service type not stated) · Café	Coffee	396 W Main St	open
Grandma's Pizza	Restaurant (service type not stated)	Pizza · Italian	302 W Main St	open
Holtman's Donut Shop Holtman's Donut Shop	Bakery · Dessert · Café	Dessert · Coffee · Bakery	214 W Main St	open
Krispy Krunchy Chicken	Restaurant (service type not stated)	Chicken / wings	418 East Main St	open
Los Compadres Mexican Restaurant	Restaurant (service type not stated) · Casual dining	Mexican · American	268 W Main St	open
Main Street Pizza	Restaurant (service type not stated)	Pizza · Italian	206 W Main St	open
Old Firehouse Brewery	Brewery / taproom		237 W Main St	open
Paradise East	Brewery / taproom		237 W Main St	open
Subway	Other	Sandwiches	314 W Main St	open
The Crow Bar	Bar		3398 State Route 133	open
The Flour Bee Bakery	Bakery · Dessert	Bakery · Dessert	320 W Main St	open
The Wildcat Subs & Sides	Fast casual · Casual dining	Sandwiches · Healthy / salads / bowls · American	314 W Main St	open
Valley View Lounge	Bar	Burgers	102 W Main St	open
Wild Pop	Bakery	Sandwiches · Bakery	126 S 5th St	open
Williamsburg Mercantile	Coffee shop · Café · Bakery	Coffee · Bakery	285 W Main St	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	9	7	—	—	—	2	SIC1987
1995	6	4	—	—	—	2	SIC1987
1996	11	8	—	—	—	3	SIC1987
1997	9	6	—	—	—	3	SIC1987
1998	8	5	2	2	1	3	NAICS1997
1999	8	5	1	3	1	3	NAICS1997
2000	9	6	2	2	2	3	NAICS1997
2001	8	6	2	2	2	2	NAICS1997
2002	8	6	2	3	1	2	NAICS1997
2003	8	7	2	4	1	1	NAICS2002
2004	9	7	2	4	1	2	NAICS2002
2005	8	6	2	3	1	2	NAICS2002
2006	5	3	—	3	—	2	NAICS2002
2007	5	3	—	3	—	2	NAICS2002
2008	3	2	—	2	—	1	NAICS2007
2009	6	4	2	2	—	2	NAICS2007
2010	5	3	—	3	—	2	NAICS2007
2011	4	2	—	2	—	2	NAICS2007
2012	3	2	—	2	—	1	NAICS2012
2013	4	2	—	2	—	2	NAICS2012
2014	3	2	—	2	—	1	NAICS2012
2015	4	2	—	2	—	2	NAICS2012
2016	5	2	—	2	—	3	NAICS2012
2017	3	—	—	—	—	—	NAICS2017
2018	4	—	—	—	—	—	NAICS2017
2019	3	—	—	—	—	—	NAICS2017
2020	4	—	—	—	—	—	NAICS2017
2021	4	—	—	—	—	—	NAICS2017
2022	4	—	—	—	—	—	NAICS2022
2023	4	—	—	—	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45176. 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)

None within 5 miles.