BMIE Market 44278
Summit County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 18,424 2020–2024 ACS 5-year estimate ±371 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 7,486 2020–2024 ACS 5-year estimate ±323 · 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 | 17,868 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 7,518 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $90,120 2020–2024 ACS 5-year estimate ±6,179 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 47.0 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 | $1,081 2020–2024 ACS 5-year estimate ±76 · 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 | $232,700 2020–2024 ACS 5-year estimate ±7,162 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 14.6 sq mi Census Gazetteer 2020 |
| Restaurants | 28 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44278 |
| Restaurants per 10,000 residents | 14.6 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +7.7% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +3.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +55.6% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +40.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 28 (range 26–29) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.1 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 | 67 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 77 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 61 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 61 / 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 44278. Projection: linear trend v1, fitted 2013–2023, +0.1 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: 67 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 77.4 | 77 | 40% | +30.9 |
| Restaurant Opportunity Score | 60.7 | 61 | 35% | +21.3 |
| Market Momentum Score | 60.8 | 61 | 25% | +15.2 |
Consumer Market Score: 77 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 18,424 | 80 | 40% | +32.0 |
| Median household income (ACS) | 90,120 | 73 | 40% | +29.3 |
| Households (ACS) | 7,486 | 80 | 20% | +16.1 |
Restaurant Opportunity Score: 61 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 3.7 | 49 | 35% | +17.1 |
| Restaurants per 10,000 residents (lower = more room) | 15.2 | 52 | 25% | +13.0 |
| Population (ACS) | 18,424 | 80 | 20% | +16.0 |
| Median household income (ACS) | 90,120 | 73 | 20% | +14.7 |
Market Momentum Score: 61 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 7.7 | 65 | 50% | +32.4 |
| 10-year restaurant growth | 3.7 | 49 | 30% | +14.6 |
| 20-year restaurant growth | 55.6 | 69 | 20% | +13.8 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (55)
By cuisine
Pizza 9 · Bakery 7 · Dessert 7 · American 6 · Mexican 4 · Sandwiches 4 · Breakfast 3 · Coffee 3 · Italian 3 · Asian 2 · Burgers 2 · Ice cream / frozen desserts 2 · Latin American (other) 2 · Chinese 1 · Greek 1 · Hawaiian / Pacific 1 · Healthy / salads / bowls 1 · Indian 1 · Juice / smoothies 1 · Mediterranean 1 · Southwestern / Tex-Mex 1
By type
Restaurant (service type not stated) 35 · Bar 11 · Quick service 11 · Bakery 9 · Dessert 9 · Casual dining 6 · Café 2 · Coffee shop 2 · Delivery-focused 1 · Fast casual 1 · Specialty food shop 1 · Juice, smoothie, tea 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| A&W Restaurant | Restaurant (service type not stated) · Quick service | 35 W Ave | open | |
| Aloha Kine Grindz | Restaurant (service type not stated) | Hawaiian / Pacific | 284 West Ave | open |
| Bill & Gordon Investment Co | Restaurant (service type not stated) | 35 Erie Rd | open | |
| Breakfast at Tiffani's Cafe and Catering | Café | Breakfast · Coffee · American | 137 East Ave #44 | open |
| Burger King Burger King | Quick service | Burgers · American | 610 South Ave | open |
| China Dragon | Restaurant (service type not stated) | Chinese · Asian | 618 South Ave | open |
| Coast to Coast | Restaurant (service type not stated) | 24 West Ave | open | |
| Crimson Cup Coffee Shop - Tallmadge | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 116 Tallmadge Cir | open |
| Cupcake Binge | Restaurant (service type not stated) | 217 Indian Park Dr | open | |
| Dairy Queen | Dessert | Ice cream / frozen desserts | 137 East Ave | open |
| Danny Boys Danny Boys Canton | Restaurant (service type not stated) | Italian · Pizza | 10 Tallmadge Cir | open |
| Delanie's Neighborhood Grille | Restaurant (service type not stated) · Casual dining · Bar | American | 67 West Ave | open |
| Domino's Domino's Pizza | Delivery-focused · Quick service | Pizza | 147 Northwest Ave. | open |
| Dunkin' Dunkin' | Coffee shop · Quick service · Dessert · Bakery | Coffee · Dessert | 196 Tallmadge Circle | open |
| East Avenue Gyros | Restaurant (service type not stated) | Greek · Mediterranean | 137 East Ave #30 | open |
| East of Chicago Pizza | Restaurant (service type not stated) | Pizza | 236 West Ave | open |
| El Tren Grill | Restaurant (service type not stated) · Casual dining · Bar | Southwestern / Tex-Mex · Mexican · Latin American (other) | 70 East Ave | open |
| El Tren Llc | Restaurant (service type not stated) | 70 East Ave | open | |
| Firehouse Grille and Pub | Bar · Restaurant (service type not stated) · Casual dining | 10 Tallmadge Cir | open | |
| Fresh Planet Tallmadge | Juice, smoothie, tea · Fast casual | Juice / smoothies · Healthy / salads / bowls | 116 Tallmadge Cir C | open |
| Gionino's Pizzeria Gionino's Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 676 Eastwood Ave | open |
| Global Kitchen | Restaurant (service type not stated) | Indian | 12 Tallmadge Cir | open |
| Golden Place Chinese Restaurant | Restaurant (service type not stated) | Asian | 29 Erie Rd | open |
| Grandma Lena's Pie's | Bakery | Bakery | 599 S Munroe Rd | open |
| Jimmy John's Jimmy John's | Quick service · Specialty food shop | Sandwiches | 80 North Ave Suite A | open |
| Jubilee Donuts Jubilee Donuts, Inc | Bakery · Dessert | Dessert · Bakery | 218 Tallmadge Cir | open |
| Keen Family Tavern | Restaurant (service type not stated) · Bar | W Overdale Drive | open | |
| Kensington Underground | Bar · Restaurant (service type not stated) | 207 Kensington Park Cir | open | |
| La Mexicana Cantina & Grill | Casual dining · Bar | Mexican · Latin American (other) | 76 West Ave | open |
| Linda's Kitchen | Dessert · Bakery | Dessert · Bakery | 141 Northwest Ave | open |
| Little Caesars Pizza Little Caesars | Quick service · Restaurant (service type not stated) | Pizza | 208 Tallmadge Cir | open |
| Ma Belle Sweets LLC | Bakery · Dessert | Bakery · Dessert | open | |
| Manderz Sweetz & Treatz | Dessert · Bakery | Dessert · Bakery | 100 North Ave | open |
| Marco's Pizza | Restaurant (service type not stated) | Pizza | 31 Erie Rd | open |
| Maries Patisserie | Bakery · Dessert | Bakery · Dessert | 338 Northeast Ave | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 2 East Avenue | open |
| Mick & Shirley's Catering And Cafe | Restaurant (service type not stated) | 137 East Ave Ste 30 | open | |
| Mikey's Place | Restaurant (service type not stated) · Bar | 528 Hughes Dr | open | |
| Paisan's Pizzeria | Restaurant (service type not stated) | Pizza | 18 Tallmadge Cir | open |
| Pandora Cupcakes Tallmadge | Bakery · Dessert | Dessert | 100 North Ave | open |
| Pizza BOGO | Restaurant (service type not stated) | Pizza | 18 Tallmadge Cir | open |
| Romeo's Pizza Romeo's Pizza | Restaurant (service type not stated) | Pizza · Italian | 31 Erie Rd | open |
| Salsitas | Restaurant (service type not stated) · Bar | Mexican · Breakfast | 137 East Ave | open |
| Sammies Bar and Grill | Casual dining · Restaurant (service type not stated) · Bar | American | 498 South Ave | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 35 Erie Rd | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 622 South Ave | open |
| Taco Bell Taco Bell | Quick service | Mexican | 62 Tallmadge Cir | open |
| Taggarts Ice Cream & Grill | Dessert | Ice cream / frozen desserts | 52 Metric Dr | open |
| The new & improved vineyard | Restaurant (service type not stated) | 20 W Howe Rd | open | |
| TJ Cinnamons Arby's | Quick service · Bakery | Sandwiches · Bakery · American | 30 East Ave Ste 5351 | open |
| Ultra Arc | Bar | 1068 Maple St | open | |
| Van & Dee's Bar, Grill & Resort | Casual dining · Bar | open | ||
| Wally Waffle Wally Waffle | Restaurant (service type not stated) | Breakfast · American | 100 North Ave | open |
| Yummy Kitchen | Restaurant (service type not stated) | 338 Northeast Ave | open | |
| Zieman Restaurant Company, Ltd | Restaurant (service type not stated) | 208 Tallmadge Cir | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 20 | 20 | — | — | — | — | SIC1987 |
| 1995 | 22 | 21 | — | — | — | 1 | SIC1987 |
| 1996 | 24 | 23 | — | — | — | 1 | SIC1987 |
| 1997 | 23 | 23 | — | — | — | — | SIC1987 |
| 1998 | 25 | 23 | 7 | 11 | 5 | — | NAICS1997 |
| 1999 | 23 | 20 | 8 | 7 | 5 | — | NAICS1997 |
| 2000 | 23 | 20 | 6 | 9 | 5 | 1 | NAICS1997 |
| 2001 | 19 | 17 | 4 | 10 | 3 | 1 | NAICS1997 |
| 2002 | 22 | 20 | 8 | 10 | 2 | 1 | NAICS1997 |
| 2003 | 19 | 18 | 6 | 10 | 2 | 1 | NAICS2002 |
| 2004 | 18 | 18 | 6 | 10 | 2 | — | NAICS2002 |
| 2005 | 20 | 20 | 7 | 11 | 2 | — | NAICS2002 |
| 2006 | 24 | 24 | 8 | 14 | 2 | — | NAICS2002 |
| 2007 | 29 | 28 | 8 | 16 | 4 | — | NAICS2002 |
| 2008 | 31 | 29 | 9 | 16 | 4 | 1 | NAICS2007 |
| 2009 | 32 | 30 | 9 | 16 | 5 | — | NAICS2007 |
| 2010 | 28 | 26 | 7 | 15 | 4 | — | NAICS2007 |
| 2011 | 28 | 26 | 7 | 15 | 4 | — | NAICS2007 |
| 2012 | 28 | 26 | 8 | 14 | 3 | — | NAICS2012 |
| 2013 | 28 | 27 | 7 | 15 | 4 | — | NAICS2012 |
| 2014 | 28 | 27 | 6 | 15 | 5 | — | NAICS2012 |
| 2015 | 27 | 26 | 7 | 14 | 4 | — | NAICS2012 |
| 2016 | 27 | 26 | 7 | 14 | 4 | — | NAICS2012 |
| 2017 | 27 | 26 | 6 | 18 | — | — | NAICS2017 |
| 2018 | 28 | 26 | 7 | 18 | — | — | NAICS2017 |
| 2019 | 30 | 28 | 8 | 19 | — | — | NAICS2017 |
| 2020 | 28 | 26 | 7 | 17 | — | — | NAICS2017 |
| 2021 | 30 | 28 | 8 | 18 | — | — | NAICS2017 |
| 2022 | 29 | 27 | 8 | 17 | — | — | NAICS2022 |
| 2023 | 30 | 28 | 7 | 18 | 3 | — | NAICS2022 |