BMIE Market 43952

Jefferson County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	17,836 2020–2024 ACS 5-year estimate ±617 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	6,941 2020–2024 ACS 5-year estimate ±357 · 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	19,050 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	9,004 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$47,624 2020–2024 ACS 5-year estimate ±3,923 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	34.1 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	$753 2020–2024 ACS 5-year estimate ±83 · 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	$124,300 2020–2024 ACS 5-year estimate ±12,627 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	25.7 sq mi Census Gazetteer 2020
Restaurants	44 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 43952
Restaurants per 10,000 residents	24.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-2.2% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-8.3% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-6.4% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-39.7% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	37 (range 34–41) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.8 per year, r² 0.75) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	38 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	53 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	32 / 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 43952. Projection: linear trend v1, fitted 2013–2023, -0.8 restaurants per year, r² 0.75, 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: 38 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	52.5	53	40%	+21.0
Restaurant Opportunity Score	31.9	32	35%	+11.2
Market Momentum Score	21.9	22	25%	+5.5

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

Consumer Market Score: 53 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	17,836	79	40%	+31.8
Median household income (ACS)	47,624	12	40%	+4.9
Households (ACS)	6,941	79	20%	+15.8

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

Restaurant Opportunity Score: 32 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-8.3	19	35%	+6.7
Restaurants per 10,000 residents (lower = more room)	24.7	27	25%	+6.8
Population (ACS)	17,836	79	20%	+15.9
Median household income (ACS)	47,624	12	20%	+2.4

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	-2.2	25	50%	+12.5
10-year restaurant growth	-8.3	19	30%	+5.8
20-year restaurant growth	-6.4	18	20%	+3.6

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 (96)

By cuisine

American 19 · Pizza 14 · Italian 12 · Coffee 8 · Bakery 7 · Dessert 7 · Sandwiches 7 · Asian 5 · Burgers 5 · Chinese 5 · Ice cream / frozen desserts 4 · Mexican 4 · Juice / smoothies 3 · British / Irish pub food 2 · Japanese 2 · Latin American (other) 2 · BBQ 1 · Breakfast 1 · Cajun, Creole, Southern 1 · Chicken / wings 1 · Greek 1 · Healthy / salads / bowls 1 · Hot dogs 1 · Mediterranean 1 · Seafood 1 · Southwestern / Tex-Mex 1 · Steakhouse 1 · Sushi 1 · Vegetarian 1

By type

Restaurant (service type not stated) 55 · Quick service 20 · Bar 18 · Casual dining 13 · Dessert 10 · Bakery 9 · Coffee shop 7 · Café 5 · Specialty food shop 3 · Juice, smoothie, tea 3 · Catering 2 · Food truck 2 · Delivery-focused 1 · Other 1 · Winery / distillery / taproom 1

Name	Type	Cuisine	Address	Status
3 Bad Hombres	Restaurant (service type not stated)	Mexican · Latin American (other)	100 Mall Dr	open
33rd	Bar		599 S 6th St	open
4th Street Standard	Restaurant (service type not stated) · Casual dining	American	106 N 4th St	open
A Lil Taste of Chicago	Quick service	Hot dogs · American	2198 Sunset Blvd	open
A Touch of Elegance Bakery & Cafe	Bakery · Dessert · Café	Bakery · Dessert · Coffee	100 Mall Dr UNIT A-30	open
Anthony Thomas Candy	Dessert		109 S Hollywood Blvd	open
Applebee's Applebee's Grill & Bar	Casual dining · Restaurant (service type not stated) · Bar	American	389 John Scott Highway	open
Auntie Anne's Auntie Anne's	Quick service		301 Franciscan Square Suite 102	open
Bennigan’s Steubenville	Bar · Restaurant (service type not stated) · Casual dining	British / Irish pub food	185 Franciscan Sq	open
Bob Evans Bob Evans	Restaurant (service type not stated)	American	1997 Sunset Blvd RT 22 & BRADLEY CIR AVE	open
Brooklyn Bagel On The Square	Bakery	Bakery	225 Franciscan Sq	open
Bruno's Pizza	Restaurant (service type not stated)	Pizza · Italian	2605 Sunset Blvd	open
Buch's truck stop & resturant	Restaurant (service type not stated)	American	828 Kingsdale Rd	open
Capri Sausage and Meatball	Specialty food shop · Restaurant (service type not stated) · Quick service	Italian · Sandwiches	1400 University Blvd	open
China Garden	Restaurant (service type not stated)	Chinese · Asian	187 N 4th St	open
Chipotle Mexican Grill Chipotle	Quick service		4109 Mall Dr	open
Cinnabon Steubenville Cinnabon	Quick service		301 Franciscan Square Suite 102	open
CJ's	Restaurant (service type not stated)	American	4246 Sunset Blvd	open
Cold Stone Creamery Tim Hortons Cafe and Bake Shop	Coffee shop · Quick service · Dessert · Bakery	Ice cream / frozen desserts · Coffee · Dessert	4234 Sunset Blvd	open
Dairy Queen Dairy Queen	Quick service · Dessert	Ice cream / frozen desserts · Burgers	4220 Sunset Blvd 4220 Sunset Blvd	open
Dairy Queen	Restaurant (service type not stated)	Burgers	108 S Hollywood Blvd	open
Def Louie's Sandwich Shop	Restaurant (service type not stated) · Casual dining	Sandwiches · American	2198 Sunset Blvd	open
Di Carlo's Original Pizza Crust	Restaurant (service type not stated)	Pizza	111 Brady Cir W	open
DiCarlo's Pizza Dicarlos Pizza	Restaurant (service type not stated)	Pizza · Italian	318 Adams St	open
DiCarlo's Pizza DiCarlo's Pizza	Restaurant (service type not stated)	Pizza · Italian	4531 Sunset Blvd	open
Domino's Domino's Pizza	Quick service · Delivery-focused	Pizza	2825 Sunset Blvd	open
Downtown Bakery	Bakery · Dessert	Bakery · Dessert	151 S 4th St	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	1987 Sunset Blvd	open
Eat'n Park	Restaurant (service type not stated)		100 Mall Dr	open
Enzo's Fine Food	Bar · Casual dining		718 Market St	open
Fox's Pizza Den	Restaurant (service type not stated)	Pizza	414 Market St	open
Fresh Twist	Juice, smoothie, tea	Healthy / salads / bowls · Vegetarian · Juice / smoothies	2311 Sunset Blvd	open
Friendly Tavern on	Casual dining · Bar		2304 State Rte 213	open
Froehlich's Classic Corner	Bar · Restaurant (service type not stated)	American	501 Washington St	open
Gina's Carry Out Favorites	Restaurant (service type not stated)	Italian · Sandwiches · Pizza	4329 Sunset Blvd	open
Great American Cookies Great American Cookies	Bakery · Dessert	Bakery · Dessert	100 Mall Dr	open
Helen's Hilltop Drive-In	Dessert	Ice cream / frozen desserts	1898 State Route 213	open
HillBillie Bonzs Tavern	Bar · Casual dining	American · Mexican	80 Old State Rte 7	open
Hong Kong Chinese Restaurant	Restaurant (service type not stated)	Chinese · Asian	112 S Hollywood Blvd	open
Hot Foods On’da Hill	Restaurant (service type not stated)		100 Mall Dr	open
Hunan Restaurant	Restaurant (service type not stated)	Chinese	101-111 N 4th St	open
Hy-Hat Tavern	Bar		169 N 4th St	open
Ice Cream Acre	Dessert · Restaurant (service type not stated)	Ice cream / frozen desserts · Dessert	1661-1685 State Rte 213	open
Jamba Steubenville Jamba	Quick service		301 Franciscan Square Suite 102	open
Jimmy John's	Quick service		225 Franciscan Sq Ste B	open
KFC KFC	Quick service · Restaurant (service type not stated)	Chicken / wings	4187 Sunset Boulevard	open
Knights Of St Anthony's	Bar		638 Linden Ave	open
Leonardo's Coffeehouse	Coffee shop · Restaurant (service type not stated) · Café	Coffee	159 N 4th St	open
Little Snack Shack	Restaurant (service type not stated) · Casual dining	American	301 N 7th St	open
Malta's Pizza	Restaurant (service type not stated)	Pizza	414 Market St	open
Manfred's Restaurant & Banquet	Casual dining · Quick service · Specialty food shop · Bar	Sandwiches	4152 Sunset Blvd	open
Martoni's Fire Baked Pizza	Food truck	Pizza · Italian	Steubenville/Wintersville	open
McDonald's McDonald's	Quick service	Burgers · American	140 Main Street	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	2106 Sunset Boulevard	open
Ms. Brendas	Café · Restaurant (service type not stated) · Coffee shop	Coffee	4100 Johnson Rd	open
Naples Spaghetti House	Restaurant (service type not stated)	Italian · American	329 North St	open
Number 1 Chinese Restaurant	Restaurant (service type not stated)	Chinese · Asian	2132 Sunset Blvd	open
Parkhurst Dining at Franciscan University	Restaurant (service type not stated) · Catering	American	1235 University Blvd	open
Peedee's Brunch & Bar	Casual dining · Bar	Breakfast	160 S 4th St	open
Pemmis pizza	Restaurant (service type not stated)	Pizza · Italian	1898 State Rte 213	open
Pineapple Princess	Food truck		1421 Maryland Ave	open
Pittera Pizza	Restaurant (service type not stated)	Pizza · Italian	132 Hollywood Blvd	open
Pizza Hut	Restaurant (service type not stated)	Pizza	1987 Sunset Blvd	open
Ponderosa Steak House	Restaurant (service type not stated)	American	4170 Sunset Blvd	open
Pretzelmaker Pretzelmaker	Bakery · Restaurant (service type not stated) · Quick service	Bakery	100 Mall Dr	open
Puerto Vallarta Puerto Vallarta Pataskala Oh	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex · Latin American (other)	4101 Sunset Blvd	open
Quiznos	Restaurant (service type not stated)	American	100 Mall Dr Unit A30	open
Rocky's Emety Pockets LLC	Restaurant (service type not stated)		1592 State Rte 213	open
Roma Bar & Grill	Bar · Casual dining		209 S 3rd St	open
Rubi’s Pizza And Grill	Restaurant (service type not stated) · Casual dining · Bar	Pizza · Italian	225 Franciscan Sq	open
Scaffidi's Restaurant & Tavern	Restaurant (service type not stated) · Bar	Italian	350 S Hollywood Blvd	open
Scaffidi's Wings on Wheels	Restaurant (service type not stated) · Catering		350 S Hollywood Blvd	open
Scooter's Coffee Scooter's Coffee	Coffee shop · Juice, smoothie, tea · Café	Coffee · Juice / smoothies	301 Franciscan Square Ste 101	open
Sergakis, Inc	Restaurant (service type not stated)		127 N 4th St	open
Sesame Grill	Restaurant (service type not stated)	Chinese · Japanese · Asian	805 University Blvd	open
Soulful Spoon	Restaurant (service type not stated)	Cajun, Creole, Southern	205 S 4th St	open
Spot Bar	Bar		217 S 4th St	open
Starbucks	Coffee shop	Coffee	4201 Mall Dr	open
Starbucks Starbucks	Coffee shop · Café	Coffee	264 South Hollywood Blvd	open
Steubenville Bakery	Bakery · Dessert	Bakery · Dessert	525 South St	open
Steve's Fish & Chips	Restaurant (service type not stated)	Seafood · British / Irish pub food · American	233 S 4th St	open
Subway Subway	Quick service · Other · Restaurant (service type not stated)	Sandwiches	100 Mall Dr	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	114 S Hollywood Blvd	open
Sumo Hibachi Steubenville	Restaurant (service type not stated)	Japanese · Sushi · Asian	4170 Sunset Blvd	open
Taco Bell Taco Bell	Quick service	Mexican	2118 Sunset Blvd	open
Texas Roadhouse Texas Roadhouse	Restaurant (service type not stated)	Steakhouse · BBQ · American	100 Mall Dr	open
The Pub on 213	Bar		1179 State Rte 213	open
The Taste Factory	Restaurant (service type not stated)		900 N 7th St	open
The Ville Restaurant & Bar	Bar · Casual dining	American	100 Mall Dr	open
Triple Play Cafe	Bar		4253 Mall Dr	open
Vocelli Pizza Vocelli Pizza	Restaurant (service type not stated)	Pizza · Italian	2600 Sunset Blvd	open
Walmart Deli	Specialty food shop · Bakery · Quick service	Sandwiches · Bakery	100 Mall Dr	open
Wendy's Wendy's	Quick service	Burgers · American	2206 Sunset Blvd	open
Wine and Chipps	Winery / distillery / taproom		203 Benson Ln	open
Yorgo's Gyros-Potatoes	Restaurant (service type not stated)	Greek · Mediterranean	127 N 4th St	open
Z Zas, Inc	Restaurant (service type not stated)		414 Market 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	86	73	—	—	—	13	SIC1987
1995	85	72	—	—	—	13	SIC1987
1996	86	71	—	—	—	15	SIC1987
1997	82	69	—	—	—	13	SIC1987
1998	66	55	24	21	8	7	NAICS1997
1999	68	56	23	23	7	10	NAICS1997
2000	65	55	24	22	6	8	NAICS1997
2001	62	51	23	22	4	9	NAICS1997
2002	63	50	21	24	3	9	NAICS1997
2003	57	47	19	26	1	7	NAICS2002
2004	58	46	16	26	3	9	NAICS2002
2005	54	45	15	26	3	7	NAICS2002
2006	60	52	19	28	4	6	NAICS2002
2007	64	51	17	30	3	7	NAICS2002
2008	56	41	18	21	2	7	NAICS2007
2009	56	43	19	22	2	6	NAICS2007
2010	58	46	18	25	3	6	NAICS2007
2011	58	47	19	25	3	5	NAICS2007
2012	61	50	24	23	3	5	NAICS2012
2013	59	48	24	20	4	4	NAICS2012
2014	62	51	23	22	5	4	NAICS2012
2015	60	48	23	19	5	4	NAICS2012
2016	54	48	23	20	4	4	NAICS2012
2017	52	45	21	19	4	4	NAICS2017
2018	51	45	21	20	3	3	NAICS2017
2019	50	44	21	19	3	3	NAICS2017
2020	48	42	20	17	4	3	NAICS2017
2021	47	41	20	17	4	3	NAICS2017
2022	48	42	19	19	4	3	NAICS2022
2023	50	44	22	18	4	3	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 43952. 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
43953	4.4 mi	22	2023
43964	5.0 mi	15	2023

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