BMIE Market 44311

Summit County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	7,547 2020–2024 ACS 5-year estimate ±800 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	2,792 2020–2024 ACS 5-year estimate ±379 · 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	8,782 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	3,847 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$24,369 2020–2024 ACS 5-year estimate ±2,609 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	24.5 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	$824 2020–2024 ACS 5-year estimate ±56 · 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	$68,800 2020–2024 ACS 5-year estimate ±32,221 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	1.9 sq mi Census Gazetteer 2020
Restaurants	15 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44311
Restaurants per 10,000 residents	11.4 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+87.5% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+50.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+66.7% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+50.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	14 (range 8–20) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.4 per year, r² 0.20) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	56 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	40 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	52 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	86 / 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 44311. Projection: linear trend v1, fitted 2013–2023, +0.4 restaurants per year, r² 0.20, 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: 56 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	40.2	40	40%	+16.1
Restaurant Opportunity Score	51.7	52	35%	+18.1
Market Momentum Score	86.4	86	25%	+21.6

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

Consumer Market Score: 40 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	7,547	67	40%	+26.6
Median household income (ACS)	24,369	1	40%	+0.4
Households (ACS)	2,792	66	20%	+13.2

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

Restaurant Opportunity Score: 52 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	50	82	35%	+28.8
Restaurants per 10,000 residents (lower = more room)	19.9	38	25%	+9.4
Population (ACS)	7,547	67	20%	+13.3
Median household income (ACS)	24,369	1	20%	+0.2

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

Market Momentum Score: 86 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	87.5	94	50%	+47.1
10-year restaurant growth	50	82	30%	+24.7
20-year restaurant growth	66.7	73	20%	+14.7

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 (53)

By cuisine

Coffee 11 · Sandwiches 6 · Bakery 3 · Pizza 3 · American 2 · Dessert 2 · Mexican 2 · Tea / bubble tea 2 · Asian 1 · Burgers 1 · Hot dogs 1 · Ice cream / frozen desserts 1 · Italian 1 · Mediterranean 1 · Middle Eastern 1 · Noodles / ramen / pho 1 · Seafood 1 · Steakhouse 1

By type

Restaurant (service type not stated) 21 · Bar 17 · Café 11 · Coffee shop 7 · Quick service 6 · Brewery / taproom 5 · Casual dining 5 · Bakery 3 · Dessert 3 · Specialty food shop 3 · Juice, smoothie, tea 2 · Delivery-focused 1 · Food truck 1 · Other 1

Name	Type	Cuisine	Address	Status
330 Brewing Cooperative	Brewery / taproom · Bar			open
69 Taps	Bar · Casual dining		370 Paul Williams St	open
Absolut Lounge	Bar		436 E South St	open
Aqueduct Brewing	Brewery / taproom		529 Grant St Ste 106	open
Backdraft	Restaurant (service type not stated)		526 S Main St	open
Big Blue BBQ. By Stray Dog	Food truck · Restaurant (service type not stated) · Café	Coffee	388 S Main St	open
Big Mamma's Burritos Of Akron	Restaurant (service type not stated)	Mexican	357 S Main St	open
Brubaker's Pub	Bar		357 S Main St	open
Buffalo Wild Wings Buffalo Wild Wings	Bar · Casual dining	American	349 S Main St	open
Cafe 388	Café · Restaurant (service type not stated) · Coffee shop	Coffee	388 S Main St	open
Chuck's Steak House	Restaurant (service type not stated)	Steakhouse	456 E South St	open
Clouds Hookah Lounge	Bar		356 S Main St	open
Davinci’s	Restaurant (service type not stated)	Pizza · Italian	374 S Main St	open
Diamond Deli	Specialty food shop · Restaurant (service type not stated) · Quick service	Sandwiches	378 S Main St	open
El Taconazo	Restaurant (service type not stated)	Mexican	944 Brown St	open
Front Porch Cafe	Café	Coffee	798 Grant St 2nd floor	open
Graduation Marketing	Restaurant (service type not stated)		520 S Main St Ste 2454	open
H&J’s Cafe	Café	American · Coffee	460 E South St	open
Hope Cafe	Café · Restaurant (service type not stated) · Coffee shop	Coffee	335 E South St	open
Ingy's Piano Bar	Bar		360 S Main St	open
Insomnia Cookies Insomnia Cookies	Bakery · Dessert · Delivery-focused	Bakery · Dessert	367 S Main St	open
Jimmy John's Jimmy John's	Quick service · Specialty food shop	Sandwiches	371 S Main St	open
Kuppa Coffee	Café · Juice, smoothie, tea · Coffee shop	Coffee · Tea / bubble tea	367 S Main St	open
McDonald's	Quick service		500 Grant St	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	25 E Thornton St	open
McDonald's	Quick service		801 Wolf Ledges Pkwy	open
Missing Falls Brewery	Brewery / taproom · Restaurant (service type not stated) · Casual dining · Bar		540 S Main St Ste 112	open
Mollie's Sweet Treats N things	Dessert	Ice cream / frozen desserts · Sandwiches · Hot dogs		open
Muggswigz Coffee and Tea Muggswigz	Coffee shop · Juice, smoothie, tea · Café	Coffee · Tea / bubble tea	373 S Main St	open
Never A Cover Inc	Restaurant (service type not stated)		360 S Main St	open
Nunzio's Pizzeria	Restaurant (service type not stated)	Pizza	625 Grant St	open
Ole Glory Daze	Bar		998 S Main St	open
Pearl Coffee Company	Coffee shop · Café	Coffee	675 S Broadway St	open
Perfect Pour - Akron	Bar		376 S Main St	open
Platinum Lounge	Bar		350 E South St	open
Porchlight Coffee Co.	Coffee shop · Restaurant (service type not stated) · Café	Coffee	798 Grant St	open
R. Shea Brewing	Brewery / taproom		540 S Main St #214	open
Rubber City's Remarkable Coffee & Cafe	Café	Coffee	526 S Main St	open
Sanabel Middle East Bakery	Bakery	Bakery · Middle Eastern · Mediterranean	308 E South St	open
Spaghetti Warehouse Akron Llc	Restaurant (service type not stated)		510 S Main St Bldg 33	open
Status8 Elite Bar and Grille	Casual dining · Restaurant (service type not stated) · Bar		374 Paul Williams St	open
Subway	Other	Sandwiches	348 S Main St	open
Sugar and Slice	Restaurant (service type not stated)	Pizza	625 Grant Street	open
Sweet and Savvy Cake Shop	Dessert · Bakery	Dessert · Bakery	24 N High St Ste 101	open
Tandoori Kabobs	Restaurant (service type not stated)		625 Grant St	open
The Bar	Bar		370 Paul Williams St	open
Thirsty Dog Brewing Company Tap House	Brewery / taproom · Casual dining · Bar		587 Grant St	open
Totally Cooked To Go	Specialty food shop · Quick service	Sandwiches	388 S Main St	open
Urbean Cafe	Café · Restaurant (service type not stated) · Coffee shop	Coffee	631 S Broadway St	open
Wolf Ledge AC	Bar		556 Sherman St	open
X.O Bar & Grill	Restaurant (service type not stated) · Bar	Noodles / ramen / pho · Seafood · Sandwiches · Asian	935 Brown St	open
Zulus	Bar		461 Clay St	open
Aroma Coffee & Tea	Café	Coffee	396 Brown 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	17	10	—	—	—	7	SIC1987
1995	17	10	—	—	—	7	SIC1987
1996	17	10	—	—	—	7	SIC1987
1997	18	9	—	—	—	9	SIC1987
1998	17	9	4	5	—	7	NAICS1997
1999	14	8	3	4	1	5	NAICS1997
2000	14	9	3	5	1	4	NAICS1997
2001	16	10	3	5	2	4	NAICS1997
2002	16	9	2	6	1	6	NAICS1997
2003	18	9	3	5	1	8	NAICS2002
2004	17	8	1	6	1	7	NAICS2002
2005	17	7	2	5	—	7	NAICS2002
2006	17	8	2	5	1	6	NAICS2002
2007	19	9	2	6	—	7	NAICS2002
2008	15	7	1	5	—	5	NAICS2007
2009	14	8	1	6	—	4	NAICS2007
2010	16	10	1	8	—	4	NAICS2007
2011	21	12	1	9	1	7	NAICS2007
2012	19	10	1	7	—	7	NAICS2012
2013	21	10	1	7	—	7	NAICS2012
2014	21	10	1	7	—	8	NAICS2012
2015	20	10	1	7	—	8	NAICS2012
2016	20	9	1	6	—	9	NAICS2012
2017	20	8	—	6	—	9	NAICS2017
2018	16	8	—	5	—	5	NAICS2017
2019	15	6	—	4	—	6	NAICS2017
2020	16	7	—	4	—	6	NAICS2017
2021	17	11	—	8	—	4	NAICS2017
2022	21	16	—	11	—	4	NAICS2022
2023	19	15	—	10	—	3	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44311. 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
44325	0.9 mi	1	2015
44308	1.2 mi	25	2023
44307	1.4 mi	3	2023
44301	1.4 mi	14	2023
44304	1.6 mi	15	2023
44302	2.0 mi	4	2023
44314	2.5 mi	13	2023
44306	2.6 mi	20	2023
44303	2.9 mi	19	2023
44305	3.1 mi	19	2023
44310	3.3 mi	31	2023
44320	3.3 mi	23	2023

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