BMIE Market 44301

Summit County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	13,668 2020–2024 ACS 5-year estimate ±1,198 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	5,895 2020–2024 ACS 5-year estimate ±509 · 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	15,340 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	7,269 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$51,321 2020–2024 ACS 5-year estimate ±7,649 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	36.3 2020–2024 ACS 5-year estimate ±5 · 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	$1,004 2020–2024 ACS 5-year estimate ±88 · 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	$104,700 2020–2024 ACS 5-year estimate ±5,429 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	3.6 sq mi Census Gazetteer 2020
Restaurants	14 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44301
Restaurants per 10,000 residents	9.8 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-17.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-12.5% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-17.7% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	-12.5% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	14 (range 11–16) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.3 per year, r² 0.39) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	39 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	52 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	42 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	15 / 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 44301. Projection: linear trend v1, fitted 2013–2023, -0.3 restaurants per year, r² 0.39, 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: 39 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	52	52	40%	+20.8
Restaurant Opportunity Score	42.1	42	35%	+14.7
Market Momentum Score	15	15	25%	+3.8

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

Consumer Market Score: 52 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	13,668	75	40%	+30.1
Median household income (ACS)	51,321	16	40%	+6.6
Households (ACS)	5,895	77	20%	+15.3

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

Restaurant Opportunity Score: 42 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-12.5	17	35%	+5.9
Restaurants per 10,000 residents (lower = more room)	10.2	71	25%	+17.8
Population (ACS)	13,668	75	20%	+15.0
Median household income (ACS)	51,321	16	20%	+3.3

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

Market Momentum Score: 15 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-17.7	14	50%	+7.1
10-year restaurant growth	-12.5	17	30%	+5.1
20-year restaurant growth	-17.7	14	20%	+2.9

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 (43)

By cuisine

American 6 · Pizza 5 · Bakery 4 · Coffee 3 · Dessert 3 · Italian 3 · Mexican 3 · Chicken / wings 2 · Sandwiches 2 · Southwestern / Tex-Mex 2 · British / Irish pub food 1 · Cajun, Creole, Southern 1 · Caribbean 1 · Juice / smoothies 1 · Seafood 1 · Vegan 1 · Vegetarian 1

By type

Restaurant (service type not stated) 22 · Bar 15 · Casual dining 5 · Bakery 4 · Café 3 · Coffee shop 3 · Dessert 3 · Food truck 2 · Juice, smoothie, tea 1 · Quick service 1

Name	Type	Cuisine	Address	Status
A Walk In The Park Cafe	Café · Coffee shop	Coffee · Sandwiches	1491 Aster Ave	open
Andy's In The Park	Bar		1751 S Main St	open
Auntie Anne's Auntie Anne's	Quick service		100 Main St.	open
Auntie Anne's Auntie Anne's	Bakery · Restaurant (service type not stated) · Food truck	Bakery	Jims Mechanical Services, 548 Cole Ave	open
Church's Chicken	Restaurant (service type not stated)	Chicken / wings	1211 S Main St	open
Cliffside Club	Casual dining · Bar	American	2118 S Main St	open
Club Ohana	Bar			open
Cocktails Akron	Bar		33 W Mapledale Ave	open
Coco's Confections	Bakery · Dessert	Bakery · Dessert	1708 Glenmount Ave	open
Cooper's Express	Restaurant (service type not stated)	American	1404 S Main St	open
decheco’s pizzeria	Restaurant (service type not stated)	Pizza · Italian	2075 S Main St	open
Downtown On Brown	Restaurant (service type not stated)	American · Italian	1473 Brown St	open
El Turista Taqueria	Restaurant (service type not stated)	Mexican	1182 Grant St	open
Gionino's Pizzeria	Restaurant (service type not stated)	Pizza · Italian	1522 S Main St	open
Good Roots	Restaurant (service type not stated)	Vegan	2027 S Main St	open
Harvey Wallbangers Cocktail Lounge	Bar		1915 Brown St	open
House Of Tacos	Restaurant (service type not stated) · Food truck		1147 Old Main St	open
Ido Bar & Grill	Casual dining · Restaurant (service type not stated) · Bar	American	1537 S Main St	open
Italo's Pizza	Restaurant (service type not stated)	Pizza	1912 Brown St	open
Jubilee Donuts Jubilee Donuts, Inc	Bakery · Dessert	Dessert · Bakery	2126 S Main St	open
K & e's diner	Restaurant (service type not stated)	American	1510 S Main St	open
KarmaLounge330	Bar		1507 S Main St	open
Kevin O'Bryan's	Bar	British / Irish pub food	1761 S Main St	open
Kip's Pizza & Chicken	Restaurant (service type not stated)	Pizza	1309 Brown St	open
Leslie's True Soul Food	Restaurant (service type not stated)	Cajun, Creole, Southern	1094 Brown St	open
Main Street Saloon	Casual dining · Bar	American	1481 S Main St	open
Mama Rosa's	Restaurant (service type not stated)	Pizza · Sandwiches · Chicken / wings	1115 Brown St	open
Motion Lounge	Bar		145 Cole Ave	open
Mugshots Sports Bar & Grille	Bar		1892 S Main St	open
Ogarth's Kitchen	Restaurant (service type not stated)	Caribbean · Vegetarian · Seafood	145 Cole Ave	open
Park Place Pub	Bar		1507 Aster Ave #1/2	open
Red Star Foods Ltd	Restaurant (service type not stated)		1115 Brown St	open
Schwebel Baking Co.	Bakery · Dessert	Bakery · Dessert	406 Reed Ave	open
Spocks Lounge	Casual dining · Restaurant (service type not stated) · Bar		2012 S Main St	open
Stay Awhile Café	Coffee shop · Restaurant (service type not stated) · Café	Coffee	1762 Brown St	open
Talk of the Town	Bar · Casual dining		472 E Wilbeth Rd	open
Taqueria El Paso	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	1811 S Main St	open
The Golden Burrito @Akron	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	2027 S Main St	open
The Java Shoppe	Coffee shop · Juice, smoothie, tea · Café	Coffee · Juice / smoothies	1078 Brown St	open
The Rail Summit Mall	Restaurant (service type not stated)			open
Utopia Gentlemen’s Lounge	Bar		1507 S Main St	open
Ms. Julie's Kitchen	Restaurant (service type not stated)	Vegan	1809 S Main St	closed
Sunrise Diner	Restaurant (service type not stated) · Casual dining	Japanese · American · Asian	1510 S Main St	closed

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	27	16	—	—	—	11	SIC1987
1995	20	12	—	—	—	8	SIC1987
1996	25	15	—	—	—	10	SIC1987
1997	27	16	—	—	—	11	SIC1987
1998	32	18	7	9	2	12	NAICS1997
1999	25	15	4	9	2	9	NAICS1997
2000	29	17	6	8	3	11	NAICS1997
2001	28	16	5	9	2	10	NAICS1997
2002	33	18	3	12	3	12	NAICS1997
2003	28	17	3	11	2	9	NAICS2002
2004	27	16	2	11	2	8	NAICS2002
2005	25	14	2	11	1	8	NAICS2002
2006	28	15	3	11	1	9	NAICS2002
2007	23	14	3	10	—	5	NAICS2002
2008	25	14	2	11	—	7	NAICS2007
2009	25	17	4	12	—	5	NAICS2007
2010	22	15	3	11	—	4	NAICS2007
2011	24	14	2	11	—	6	NAICS2007
2012	26	17	3	11	2	7	NAICS2012
2013	24	16	5	9	1	6	NAICS2012
2014	27	19	8	9	1	6	NAICS2012
2015	24	18	7	9	1	5	NAICS2012
2016	23	17	5	10	1	5	NAICS2012
2017	24	17	6	9	—	6	NAICS2017
2018	24	17	6	9	—	5	NAICS2017
2019	26	18	6	10	—	5	NAICS2017
2020	26	17	6	9	—	5	NAICS2017
2021	26	17	6	9	—	5	NAICS2017
2022	22	14	5	7	—	5	NAICS2022
2023	24	14	6	6	—	6	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44301. 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
44311	1.4 mi	15	2023
44314	1.8 mi	13	2023
44307	2.1 mi	3	2023
44306	2.1 mi	20	2023
44325	2.3 mi	1	2015
44308	2.7 mi	25	2023
44304	3.0 mi	15	2023
44302	3.3 mi	4	2023
44320	3.7 mi	23	2023
44305	3.9 mi	19	2023
44319	4.0 mi	58	2023
44303	4.3 mi	19	2023

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