BMIE Market 44095

Lake County, Ohio · ZCTA boundaries as of 2020

Profile

Population (current estimate)	32,363 2020–2024 ACS 5-year estimate ±180 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	15,003 2020–2024 ACS 5-year estimate ±372 · 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	33,579 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	15,098 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$71,543 2020–2024 ACS 5-year estimate ±3,714 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.8 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	$996 2020–2024 ACS 5-year estimate ±49 · 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	$169,700 2020–2024 ACS 5-year estimate ±3,507 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	9.1 sq mi Census Gazetteer 2020
Restaurants	41 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44095
Restaurants per 10,000 residents	13.7 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+17.1% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+28.1% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+5.1% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+24.2% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	46 (range 40–52) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.8 per year, r² 0.45) · 80% range · confidence Medium · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	70 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	75 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	68 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	66 / 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 44095. Projection: linear trend v1, fitted 2013–2023, +0.8 restaurants per year, r² 0.45, confidence Medium.

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: 70 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	74.6	75	40%	+29.8
Restaurant Opportunity Score	67.8	68	35%	+23.7
Market Momentum Score	65.9	66	25%	+16.5

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

Consumer Market Score: 75 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	32,363	90	40%	+36.1
Median household income (ACS)	71,543	50	40%	+19.8
Households (ACS)	15,003	93	20%	+18.7

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

Restaurant Opportunity Score: 68 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	28.1	70	35%	+24.4
Restaurants per 10,000 residents (lower = more room)	12.7	62	25%	+15.4
Population (ACS)	32,363	90	20%	+18.1
Median household income (ACS)	71,543	50	20%	+9.9

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

Market Momentum Score: 66 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	17.1	75	50%	+37.6
10-year restaurant growth	28.1	70	30%	+20.9
20-year restaurant growth	5.1	37	20%	+7.4

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 (112)

By cuisine

American 20 · Pizza 13 · Coffee 9 · Burgers 8 · Dessert 8 · Sandwiches 8 · Bakery 5 · Mexican 5 · Chinese 4 · Ice cream / frozen desserts 4 · Italian 4 · Juice / smoothies 4 · Cajun, Creole, Southern 3 · BBQ 2 · Chicken / wings 2 · African 1 · Asian 1 · Breakfast 1 · European 1 · Japanese 1 · Latin American (other) 1 · Mediterranean 1 · Middle Eastern 1 · Seafood 1 · Southwestern / Tex-Mex 1 · Steakhouse 1

By type

Restaurant (service type not stated) 69 · Bar 27 · Casual dining 15 · Quick service 14 · Dessert 9 · Bakery 8 · Café 6 · Coffee shop 6 · Juice, smoothie, tea 4 · Other 4

Name	Type	Cuisine	Address	Status
Andaloro's Ristorante A Taste of Sicily	Restaurant (service type not stated)	Italian	30610 Lake Shore Blvd	open
Anthony's Family Restaurant	Restaurant (service type not stated)	American	34931 Vine St	open
Arby's Arby's	Quick service · Restaurant (service type not stated)	Sandwiches	31219 Vine St	open
Bar Forno	Bar · Restaurant (service type not stated) · Casual dining		30610 Lake Shore Blvd	open
Be Smoothie Cafe	Juice, smoothie, tea · Restaurant (service type not stated) · Café	Juice / smoothies · Coffee	30480 Lakeshore Blvd	open
Biagio's Donut Shop & Pizzeria	Bakery · Dessert	Dessert · Pizza	35523 Vine St	open
Biggby Coffee Biggby Coffee	Coffee shop · Café	Coffee	34500 Vine St.	open
BIGGBY COFFEE EASTLAKE Biggby	Coffee shop · Restaurant (service type not stated) · Café	Coffee	34480 Vine St	open
Bite Creole Cafe	Restaurant (service type not stated)	Cajun, Creole, Southern	30480 Lake Shore Blvd	open
Bite Creole Kitchen	Restaurant (service type not stated)	Cajun, Creole, Southern	30480 Lakeshore Blvd, A	open
Bonkers	Bar		36091 Vine St	open
Burger King Burger King	Quick service	Burgers · American	31305 Vine St	open
Cala's Pizzeria	Quick service · Restaurant (service type not stated)	Pizza	31800 Vine St, 31800 Vine St	open
Castaways River Tiki Bar	Casual dining · Bar		224 E Island Dr	open
Catherine & Anthony Inc	Restaurant (service type not stated)		34931 Vine St	open
Chagrin River Bait & Tackle	Restaurant (service type not stated)		140 Forest Dr	open
Chagrin Tavern	Casual dining · Bar		196 E Island Dr	open
Chin's Pagoda Chinese & American	Restaurant (service type not stated)		30708 Lake Shore Blvd	open
Chin's Pagoda Restaurant	Restaurant (service type not stated)	Chinese	30708 Lakeshore Blvd	open
China Mountain II	Restaurant (service type not stated)	Chinese · Asian	31616 Vine St	open
Chipotle Mexican Grill Chipotle Mexican Grill	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	30482 Lake Shore Blvd Ste J	open
Chopsticks cuisine willowick	Restaurant (service type not stated)		31442 Vine St	open
Circle Lounge	Bar		34598 Lake Shore Blvd	open
Cleveland Burger Company	Restaurant (service type not stated)	Burgers	30480 Lake Shore Blvd	open
Cleveland Pizza Co Cleveland Pizza Co	Restaurant (service type not stated)	Pizza · Italian	28910 Lakeshore Blvd	open
Cooper's Twist & Shake	Dessert	Ice cream / frozen desserts · Dessert	35766 Lakeshore Blvd	open
Corona Extra Castaway's Bar	Bar		Classic Park	open
CP's Cooler Homemade Ice Cream & Treats	Dessert	Ice cream / frozen desserts · Dessert	32433 Vine St	open
Crave Crave	Dessert · Bakery	Dessert · Bakery	30482 Lakeshore Blvd	open
Crowley's Crowley's Dive Bar Eastlake	Bar		35647 Vine St	open
Culver's Culver's	Restaurant (service type not stated)	Burgers · American	34820 Vine St	open
Deck Lounge	Restaurant (service type not stated) · Bar	Pizza	35943 Lakeshore Blvd	open
Domino's Pizza - Coming Soon Domino's	Quick service		34298 Vine St	open
Don Tequila Bar & Grill Eastlake	Casual dining · Restaurant (service type not stated) · Bar	Mexican	35757 Lakeshore Blvd	open
Dough Rae Me	Dessert · Bakery	Dessert · Ice cream / frozen desserts · Bakery	32433 Vine St	open
Dubrovnik Garden Restaurant	Restaurant (service type not stated)	American · European	34900 Lakeshore Blvd	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	32400 Vine St	open
Dunkin' Dunkin'	Bakery · Juice, smoothie, tea · Dessert · Coffee shop	Dessert · Juice / smoothies · Coffee	36005 Lake Shore Blvd	open
Eastlake Lunch Site	Restaurant (service type not stated)	Mexican	33525 Curtis Blvd	open
El Palenque	Restaurant (service type not stated)	Mexican · Latin American (other)	35520 Vine St	open
Final Score	Bar		33329 Vine St	open
Foradis Enterprise Inc	Restaurant (service type not stated)		30150 Lake Shore Blvd	open
Good Fortunes Inc	Bakery	Bakery	1486 E 361st St	open
Gracie's Diner & more	Casual dining · Café	American · Coffee · Breakfast	35581 Lakeshore Blvd	open
Greg Federico, Inc	Restaurant (service type not stated)		32916 Vine St	open
Guy's Pizza Co	Restaurant (service type not stated)	Pizza	35400 Vine St	open
Hundred Flowers Restaurant	Restaurant (service type not stated)	Chinese	28898 Lake Shore Blvd	open
I Love You to The Moon and Back Bakery	Bakery · Dessert	Bakery · Dessert	35608 Lake Shore Blvd	open
Jeanne's	Bar · Casual dining	American	36219 Vine St	open
Jim's M F'ing Bar	Bar · Casual dining		28948 Forestgrove Rd	open
John Federico Inc	Restaurant (service type not stated)		32916 Vine St	open
KFC KFC	Quick service · Restaurant (service type not stated)	Chicken / wings	29050 Lake Shore Blvd	open
Kintaro Sushi Hibachi	Restaurant (service type not stated)	Japanese	33550 Vine St	open
Koli Restaurant Llc	Restaurant (service type not stated)		30610 Lake Shore Blvd	open
LaCullins Bar and Grill	Casual dining · Bar	American	35575 Lakeshore Blvd	open
Lagano Cafe	Café · Bar	Coffee	36091 Vine St	open
Li Garden	Restaurant (service type not stated)	Chinese	34650 Vine St	open
Little Caesars Pizza Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	33419 Vine St	open
Log Cabin Restaurant Llc	Restaurant (service type not stated)		28810 Lake Shore Blvd	open
Lucio's	Restaurant (service type not stated)		35583 Lake Shore Blvd	open
Marsela Inc Dba Nick's Family Restaurant	Restaurant (service type not stated)		34610 Lake Shore Blvd	open
Master Pizza Master Pizza	Restaurant (service type not stated)	Pizza · Italian	35400 Vine St	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	36141 Lake Shore Blvd	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	31115 Vine St	open
Mendez Rodriguez Llc	Restaurant (service type not stated)		35520 Vine St	open
Mr. Hero Mr Hero Mansfield Ohio	Other	Sandwiches · Burgers · American	31910 Vine St	open
Nature's Way Sandwich Shop	Dessert	Ice cream / frozen desserts	34280 Vine St	open
Nazca	Bar		35700 Lakeland Blvd	open
Nick's Family Restaurant	Casual dining · Restaurant (service type not stated)	American	34610 Lakeshore Blvd	open
North Coast Bar & Grill	Bar		34516 Lake Shore Blvd	open
Papa Joe's Famous subs Papa joes cubans	Other	Sandwiches	34351 Vine St	open
Pasha Turkish Kitchen	Restaurant (service type not stated)	Middle Eastern · Mediterranean	31640 Vine St	open
Pearson's, Llc	Restaurant (service type not stated)		32433 Vine St	open
Pete's Bar & Grille	Bar		35700 Lakeland Blvd	open
Pete's Eastlake Tavern	Bar		33274 Vine St	open
Petie's Family Restaurant	Restaurant (service type not stated)	American	30150 Lakeshore Blvd	open
Pie Cafe	Coffee shop · Café	Coffee · Pizza	31715 Vine St	open
Pieman Coffee Shop	Restaurant (service type not stated)		32305 Vine St	open
Pizza Pan	Restaurant (service type not stated)	Pizza	31640 Vine St	open
Quinn’s Family Restaurant	Restaurant (service type not stated)	American	34860 Vine St	open
Rally's Checkers and Rally's	Quick service · Restaurant (service type not stated)	Burgers	34001 Vine St	open
Regovich Catering	Restaurant (service type not stated)	American	35746 Lakeland Blvd	open
Rumpus Room	Bar · Restaurant (service type not stated)		31732 Vine St	open
Scorchers Casual Eatery & Draft House	Restaurant (service type not stated)	American	35560 Vine St	open
Severino's Restaurant & Lounge	Restaurant (service type not stated)	Italian · Pizza	35125 Vine St	open
Smoke Bbq	Restaurant (service type not stated)	BBQ · American	34820 Vine St	open
Sports Fanatics Bar & Grille	Bar		31640 Vine St	open
Starbucks Coffee Company Starbucks	Coffee shop · Restaurant (service type not stated) · Juice, smoothie, tea	Coffee · Juice / smoothies	30480 Lakeshore Blvd	open
Subway Subway	Quick service · Other · Restaurant (service type not stated)	Sandwiches	33333 Vine St	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	36081 Lakeshore Blvd Unit D	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	30348 Lakeshore Blvd	open
Taco Bell	Restaurant (service type not stated)	Mexican	31442 Vine St	open
The Cabin	Restaurant (service type not stated)	Steakhouse	28810 Lake Shore Blvd	open
The Handle Bar II	Casual dining · Bar	American	34471 Vine St	open
The National Pizza & Wing Co.	Restaurant (service type not stated)	Chicken / wings · Pizza	36231 Lake Shore Blvd	open
The Original Fish & Grits	Restaurant (service type not stated)	Cajun, Creole, Southern · Seafood · American	36161 Vine St	open
The Ranch Saloon	Casual dining · Bar		9 Shotz Lane	open
The Redwood Lounge	Casual dining · Bar	Sandwiches · American	33329 Vine St	open
The Village Chief Restaurant	Restaurant (service type not stated)	BBQ · African · Sandwiches	34840 Vine St	open
Timber Kitchen & Social	Restaurant (service type not stated)		28810 Lake Shore Blvd	open
Trader Jack's Riverside Grille	Casual dining · Restaurant (service type not stated) · Bar	American	35901 Lakeshore Blvd	open
Tuscan Italian Restaurant & Pizzeria	Restaurant (service type not stated)	Pizza	30610 Lakeshore Blvd	open
Two Bucks Eastlake	Casual dining · Restaurant (service type not stated) · Bar	American	35400 Vine St	open
Vybez Lounge & Events	Casual dining · Bar		34596 Lake Shore Blvd	open
Walmart Bakery	Bakery	Bakery	33752 Vine St	open
Well Preserved Unique Jams & Jellies	Restaurant (service type not stated) · Other		32600 Vine St	open
Wendy's Wendy's	Quick service	Burgers · American	32601 Vine St	open
Willowick Cafe	Bar		28809 Lake Shore Blvd	open
Zeppe's Pizzeria	Quick service		30482 Lakeshore Blvd	open
Zeppe's Pizzeria	Restaurant (service type not stated)	Pizza	34840 Vine St	open
Taco Vago	Restaurant (service type not stated)	Mexican	34710 Vine St	closed
The Garage Grill & Bar	Restaurant (service type not stated)		30480 Lake Shore Blvd	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	41	33	—	—	—	8	SIC1987
1995	41	34	—	—	—	7	SIC1987
1996	45	36	—	—	—	9	SIC1987
1997	48	39	—	—	—	9	SIC1987
1998	52	36	17	12	7	10	NAICS1997
1999	53	36	17	12	7	10	NAICS1997
2000	54	35	15	12	8	12	NAICS1997
2001	54	35	13	13	9	12	NAICS1997
2002	54	33	11	16	5	14	NAICS1997
2003	57	39	15	19	4	12	NAICS2002
2004	59	40	14	21	4	13	NAICS2002
2005	63	43	16	23	3	13	NAICS2002
2006	63	44	15	23	6	11	NAICS2002
2007	65	49	13	30	4	10	NAICS2002
2008	64	53	18	26	7	7	NAICS2007
2009	59	45	12	25	6	8	NAICS2007
2010	61	46	15	25	4	10	NAICS2007
2011	54	41	13	23	4	8	NAICS2007
2012	48	37	12	21	3	7	NAICS2012
2013	46	32	12	17	2	10	NAICS2012
2014	47	36	16	17	2	7	NAICS2012
2015	47	37	17	17	3	7	NAICS2012
2016	51	40	18	19	3	7	NAICS2012
2017	47	36	14	18	3	8	NAICS2017
2018	46	35	15	17	—	8	NAICS2017
2019	43	34	13	18	—	7	NAICS2017
2020	45	36	13	20	3	7	NAICS2017
2021	49	43	15	24	4	5	NAICS2017
2022	50	44	17	22	5	5	NAICS2022
2023	47	41	15	22	4	6	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 44095. 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
44092	4.2 mi	25	2023
44132	4.3 mi	7	2023
44094	4.3 mi	104	2023

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