BMIE Market 45157

Clermont County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	9,415 2020–2024 ACS 5-year estimate ±947 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	3,642 2020–2024 ACS 5-year estimate ±375 · 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	9,758 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	3,858 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$100,407 2020–2024 ACS 5-year estimate ±17,790 · 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 ±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	$941 2020–2024 ACS 5-year estimate ±133 · 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	$247,500 2020–2024 ACS 5-year estimate ±21,986 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	41.1 sq mi Census Gazetteer 2020
Restaurants	12 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45157
Restaurants per 10,000 residents	11.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+71.4% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+9.1% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+140.0% 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, 2028	8 (range 4–12) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.0 per year, r² 0.00) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	72 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	74 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	64 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	80 / 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 45157. Projection: linear trend v1, fitted 2013–2023, +0.0 restaurants per year, r² 0.00, 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: 72 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	74.4	74	40%	+29.7
Restaurant Opportunity Score	64.2	64	35%	+22.5
Market Momentum Score	80.3	80	25%	+20.1

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

Consumer Market Score: 74 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	9,415	70	40%	+28.0
Median household income (ACS)	100,407	81	40%	+32.5
Households (ACS)	3,642	70	20%	+13.9

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

Restaurant Opportunity Score: 64 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	9.1	53	35%	+18.6
Restaurants per 10,000 residents (lower = more room)	12.8	61	25%	+15.3
Population (ACS)	9,415	70	20%	+14.0
Median household income (ACS)	100,407	81	20%	+16.2

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

Market Momentum Score: 80 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	71.4	94	50%	+46.8
10-year restaurant growth	9.1	53	30%	+16.0
20-year restaurant growth	140	88	20%	+17.6

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 (26)

By cuisine

American 7 · Coffee 3 · Mexican 3 · Pizza 3 · BBQ 2 · Burgers 1 · Dessert 1 · Ice cream / frozen desserts 1 · Italian 1 · Latin American (other) 1 · Sandwiches 1

By type

Restaurant (service type not stated) 12 · Bar 6 · Casual dining 5 · Quick service 4 · Café 3 · Coffee shop 2 · Dessert 2 · Food truck 2 · Other 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
52 Barbecue Co.	Food truck	BBQ	1329 US-52	open
Biggby Coffee Biggby Coffee	Coffee shop · Café	Coffee	1041 Old US 52	open
Buck’s Riverside Grill	Casual dining · Bar	BBQ · American	100 Front St	open
Dee's Dairy Bar	Dessert	Ice cream / frozen desserts · Dessert	620 Hamilton St	open
Eeat Pizza Holdings Llc	Restaurant (service type not stated)		1048 Old Us Highway 52 Ste B	open
El Barril	Casual dining · Bar	Mexican	1101 Front St	open
Felts Brothers’	Restaurant (service type not stated) · Food truck	American	128 Front St Ste A	open
French Chew Co	Dessert		400 Front St	open
Frisch's New Richmond	Restaurant (service type not stated)	American	1052 Old US Highway 52	open
Front Street Café	Café · Restaurant (service type not stated) · Casual dining · Bar	Coffee	120 Front St	open
Giovanni's Pizza	Restaurant (service type not stated)	Pizza	210 Market St # 1322	open
Gold Star Chili Gold Star	Restaurant (service type not stated) · Quick service	American	1048 Old US Highway 52	open
Green Kayak Grille & Pub	Casual dining · Bar	American	204 Front St #200	open
Itn Restaurant Group Llc	Restaurant (service type not stated)		1048 Old US Highway 52	open
Landing Casa Del Rio	Restaurant (service type not stated)	Mexican · Latin American (other)	401 Front St	open
Landing Restaurant & Marina	Bar		401 Front St	open
McDonald's McDonald's	Quick service	Burgers · American	1043 Old US 52	open
New Richmond Distilleries	Winery / distillery / taproom		218 Front St	open
New Richmond Tavern	Bar · Casual dining		218 Front St	open
Papa Johns Pizza Papa John's Pizza	Quick service · Restaurant (service type not stated)	Pizza	1048 OLD US HIGHWAY 52	open
Snappy Tomato Pizza Snappy Tomato Pizza - Union City	Restaurant (service type not stated)	Pizza · Italian	1041 Old US HWY 52	open
Subway	Other	Sandwiches	1041 Old Us Highway 52 Ste G	open
Sunset Beach Bar and Grille	Restaurant (service type not stated)	American	401 Front St	open
T&L Concessions	Restaurant (service type not stated)		726 Washington St	open
Taco Bell Taco Bell	Quick service	Mexican	1052 Old US 52	open
Wholy Beans Coffee Co.	Coffee shop · Café	Coffee	206 Front 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	10	10	—	—	—	—	SIC1987
1995	10	10	—	—	—	—	SIC1987
1996	11	11	—	—	—	—	SIC1987
1997	12	12	—	—	—	—	SIC1987
1998	10	9	6	2	1	—	NAICS1997
1999	9	8	6	2	—	—	NAICS1997
2000	9	7	5	2	—	—	NAICS1997
2001	8	5	4	1	—	1	NAICS1997
2002	6	4	4	—	—	1	NAICS1997
2003	6	5	5	—	—	1	NAICS2002
2004	7	6	5	1	—	1	NAICS2002
2005	9	8	5	3	—	1	NAICS2002
2006	7	6	4	2	—	1	NAICS2002
2007	8	8	6	2	—	—	NAICS2002
2008	7	7	4	2	1	—	NAICS2007
2009	8	8	6	1	1	—	NAICS2007
2010	11	11	5	5	1	—	NAICS2007
2011	10	10	5	4	1	—	NAICS2007
2012	8	8	5	3	—	—	NAICS2012
2013	11	11	7	4	—	—	NAICS2012
2014	8	8	5	2	1	—	NAICS2012
2015	9	9	6	2	1	—	NAICS2012
2016	8	8	7	1	—	—	NAICS2012
2017	6	6	5	—	—	—	NAICS2017
2018	7	7	5	—	—	—	NAICS2017
2019	7	7	6	—	—	—	NAICS2017
2020	7	7	5	—	—	—	NAICS2017
2021	8	8	7	—	—	—	NAICS2017
2022	9	8	6	—	—	—	NAICS2022
2023	12	12	8	3	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45157. 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
45102	4.6 mi	43	2023

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