BMIE Market 45344

Clark County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	16,979 2020–2024 ACS 5-year estimate ±928 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	6,724 2020–2024 ACS 5-year estimate ±416 · 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	16,955 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	6,880 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$78,471 2020–2024 ACS 5-year estimate ±5,739 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	41.2 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	$880 2020–2024 ACS 5-year estimate ±50 · 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	$174,600 2020–2024 ACS 5-year estimate ±12,114 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	70.0 sq mi Census Gazetteer 2020
Restaurants	14 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 45344
Restaurants per 10,000 residents	8.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-6.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-6.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+0.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+7.7% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	15 (range 12–18) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, 0.0 per year, r² 0.02) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	53 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	71 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	55 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	22 / 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 45344. Projection: linear trend v1, fitted 2013–2023, 0.0 restaurants per year, r² 0.02, 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: 53 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	71.2	71	40%	+28.5
Restaurant Opportunity Score	54.6	55	35%	+19.1
Market Momentum Score	22.2	22	25%	+5.6

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

Consumer Market Score: 71 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	16,979	79	40%	+31.4
Median household income (ACS)	78,471	60	40%	+24.0
Households (ACS)	6,724	79	20%	+15.7

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

Restaurant Opportunity Score: 55 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-6.7	20	35%	+7.0
Restaurants per 10,000 residents (lower = more room)	8.3	79	25%	+19.8
Population (ACS)	16,979	79	20%	+15.7
Median household income (ACS)	78,471	60	20%	+12.0

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

Market Momentum Score: 22 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-6.7	21	50%	+10.7
10-year restaurant growth	-6.7	20	30%	+6.0
20-year restaurant growth	0	28	20%	+5.6

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 (38)

By cuisine

American 6 · Pizza 6 · Bakery 5 · Mexican 4 · Burgers 3 · Dessert 3 · Italian 3 · Sandwiches 3 · Asian 2 · Chinese 2 · Ice cream / frozen desserts 2 · Chicken / wings 1 · Greek 1 · Healthy / salads / bowls 1 · Hot dogs 1 · Juice / smoothies 1 · Latin American (other) 1 · Mediterranean 1

By type

Restaurant (service type not stated) 21 · Quick service 11 · Bakery 5 · Dessert 4 · Bar 3 · Casual dining 3 · Food truck 3 · Delivery-focused 1 · Specialty food shop 1 · Juice, smoothie, tea 1 · Other 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
571 Grill & Draft House	Quick service · Casual dining · Restaurant (service type not stated) · Specialty food shop · Bar	Sandwiches · Burgers	12389 Milton Carlisle Rd	open
Arrow Queen	Dessert	Ice cream / frozen desserts · Dessert	431 N Main St	open
Best damn Taco Truck	Food truck · Quick service	Mexican	419 N Main St	open
Blevins Blevins, Inc.	Juice, smoothie, tea	Juice / smoothies	1790 Dalton Dr	open
Bow Wow Bakery Bar & Grille	Restaurant (service type not stated) · Bakery	Bakery	E New Carlisel Rd	open
Carmelas Pizzeria	Restaurant (service type not stated)	Pizza · Italian	2015 S Dayton-Lakeview Rd	open
Casey's	Restaurant (service type not stated)	Pizza	3387 S Dayton Lakeview Rd	open
Cassano's Pizza King Cassanos Pizza King	Restaurant (service type not stated)	Pizza · Italian	1525 Dayton-Lakeview Rd	open
China's Best	Restaurant (service type not stated)	Chinese · Asian	542 N Main St	open
Creatif Catering	Quick service		6653 Scarff Rd	open
Domino's Domino's Pizza	Quick service · Delivery-focused	Pizza	331 S Main St	open
Franco the Foodie	Restaurant (service type not stated) · Casual dining	Italian · American	120 Jefferson St	open
Googly Ice and Treats	Food truck · Dessert	Ice cream / frozen desserts	465 Quick Rd	open
Gyro House	Restaurant (service type not stated)	Greek · Mediterranean	419 N Main St	open
Hannah's Bakery	Bakery · Dessert	Bakery · Dessert	945 Enon Rd	open
Happy Belly Bakery	Bakery	Bakery · Healthy / salads / bowls	6771 W National Rd	open
Indian Creek Distillery	Winery / distillery / taproom		7095 Staley Rd	open
La Cocina de Javier	Restaurant (service type not stated) · Other		223 Rawson Dr	open
Lee's Famous Recipe Chicken Lee's Famous Recipe Chicken	Quick service	Chicken / wings · American	303 N Main St	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	2133 Dayton-Lakeview Rd	open
McDonald's McDonald's	Quick service	Burgers · American	500 N Main St	open
Mel-O-Dee Restaurant	Casual dining	American	2350 Dayton-Lakeview Rd	open
Misolsol China	Restaurant (service type not stated)	Chinese · Asian	660 McAdams Dr	open
Papa Johns Pizza Papa John's Pizza	Quick service · Restaurant (service type not stated)	Pizza	410 N Main St	open
Piece of Cake by Heather	Bakery · Dessert	Bakery · Dessert	2716 Country Squire Dr	open
Pizza Plus	Restaurant (service type not stated)	Pizza	101 Galewood Dr	open
Ranchers Roast Beef	Restaurant (service type not stated)		2353 S Dayton Lakeview Rd	open
Speedy Cafe	Restaurant (service type not stated)		319 North Main Street	open
Studebaker's Country Restaurant Studebaker's Country Restaurant	Restaurant (service type not stated)	American	416 N Main St	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	580 McAdams Dr	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	526 N Main St	open
Taco Bell Taco Bell	Quick service	Mexican	408 N Main St	open
Tacos Super Estrella	Restaurant (service type not stated)	Mexican · Latin American (other)	306 N Main St	open
Taqueria Los Fuentes#1	Food truck · Restaurant (service type not stated)	Mexican	101 N Main St	open
The Geeky Tiki Bar and Game Room	Bar		300 W Linden Ave	open
The Layne Lounge	Bar		630 Mc Adams Dr	open
The Rustic Whisk Bakery	Bakery	Bakery	412 N Main St	open
Wot A Dog	Restaurant (service type not stated)	American · Hot dogs	603 S 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	14	13	—	—	—	1	SIC1987
1995	14	13	—	—	—	1	SIC1987
1996	19	17	—	—	—	2	SIC1987
1997	20	17	—	—	—	3	SIC1987
1998	20	17	5	9	3	3	NAICS1997
1999	18	16	5	8	3	2	NAICS1997
2000	17	16	5	9	2	1	NAICS1997
2001	16	12	4	7	1	3	NAICS1997
2002	13	11	3	8	—	1	NAICS1997
2003	16	14	7	7	—	1	NAICS2002
2004	16	14	8	6	—	1	NAICS2002
2005	18	16	5	10	1	1	NAICS2002
2006	17	16	5	10	1	1	NAICS2002
2007	14	13	2	10	1	—	NAICS2002
2008	15	15	2	12	1	—	NAICS2007
2009	15	15	2	12	1	—	NAICS2007
2010	16	14	2	11	1	1	NAICS2007
2011	17	16	3	12	1	1	NAICS2007
2012	15	14	2	11	1	1	NAICS2012
2013	16	15	3	11	1	1	NAICS2012
2014	16	16	3	12	1	—	NAICS2012
2015	16	14	3	10	1	1	NAICS2012
2016	18	17	4	12	1	—	NAICS2012
2017	16	14	3	10	—	—	NAICS2017
2018	17	15	3	11	—	—	NAICS2017
2019	16	14	3	11	—	—	NAICS2017
2020	16	14	—	11	—	—	NAICS2017
2021	18	16	3	11	—	—	NAICS2017
2022	17	16	—	12	—	—	NAICS2022
2023	15	14	—	11	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 45344. 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
45319	4.4 mi	—
45349	4.4 mi	2	2016

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