BMIE Market 44632
Stark County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 10,815 2020–2024 ACS 5-year estimate ±1,304 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 3,964 2020–2024 ACS 5-year estimate ±352 · 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 | 9,765 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 3,801 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $91,061 2020–2024 ACS 5-year estimate ±16,816 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 41.4 2020–2024 ACS 5-year estimate ±4 · 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 | $1,025 2020–2024 ACS 5-year estimate ±73 · 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 | $267,500 2020–2024 ACS 5-year estimate ±18,964 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 27.8 sq mi Census Gazetteer 2020 |
| Restaurants | 29 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44632 |
| Restaurants per 10,000 residents | 22.5 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +7.4% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +16.0% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +45.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +45.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 32 (range 28–35) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.5 per year, r² 0.57) · 80% range · confidence Medium · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 64 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 73 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 56 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 62 / 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 44632. Projection: linear trend v1, fitted 2013–2023, +0.5 restaurants per year, r² 0.57, 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: 64 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 72.6 | 73 | 40% | +29.0 |
| Restaurant Opportunity Score | 56 | 56 | 35% | +19.6 |
| Market Momentum Score | 62.2 | 62 | 25% | +15.6 |
Consumer Market Score: 73 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 10,815 | 72 | 40% | +28.8 |
| Median household income (ACS) | 91,061 | 74 | 40% | +29.7 |
| Households (ACS) | 3,964 | 71 | 20% | +14.2 |
Restaurant Opportunity Score: 56 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 16 | 59 | 35% | +20.8 |
| Restaurants per 10,000 residents (lower = more room) | 26.8 | 24 | 25% | +6.0 |
| Population (ACS) | 10,815 | 72 | 20% | +14.4 |
| Median household income (ACS) | 91,061 | 74 | 20% | +14.8 |
Market Momentum Score: 62 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 7.4 | 64 | 50% | +32.2 |
| 10-year restaurant growth | 16 | 59 | 30% | +17.8 |
| 20-year restaurant growth | 45 | 61 | 20% | +12.2 |
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
American 13 · Pizza 9 · Coffee 5 · Dessert 5 · Bakery 4 · Italian 4 · Asian 2 · Burgers 2 · Chicken / wings 2 · Ice cream / frozen desserts 2 · Juice / smoothies 2 · Mexican 2 · Sandwiches 2 · Breakfast 1 · Chinese 1 · German / Eastern European 1 · Healthy / salads / bowls 1 · Latin American (other) 1 · Southwestern / Tex-Mex 1
By type
Restaurant (service type not stated) 32 · Quick service 9 · Dessert 8 · Bar 5 · Coffee shop 5 · Bakery 4 · Café 3 · Food truck 2 · Juice, smoothie, tea 2 · Winery / distillery / taproom 2 · Brewery / taproom 1 · Casual dining 1 · Delivery-focused 1 · Specialty food shop 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 1875 Winery | Winery / distillery / taproom · Restaurant (service type not stated) · Bar | 109 OH-44 | open | |
| Aida's Bakery | Bakery | Bakery | 1289 Edison St NW #107 | open |
| Almost Heaven Ice Cream | Dessert | Ice cream / frozen desserts | 624 S Prospect Ave | open |
| Candle's Kitchen | Restaurant (service type not stated) | American | 13435 Ravenna Ave NE | open |
| Carlo's Trattoria | Restaurant (service type not stated) | Italian · Pizza | 733 W Maple St | open |
| Chipotle Mexican Grill Chipotle Mexican Grill | Quick service | Mexican | 1111 W Maple St | open |
| County line Bar & Grill | Casual dining · Bar | 4 OH-44 | open | |
| Countyline Bar & Grill | Bar · Restaurant (service type not stated) | 4 Ohio 44 | open | |
| Dairy Queen Grill & Chill Dairy Queen | Quick service · Restaurant (service type not stated) | American | 810 W Maple St | open |
| Domino's Domino's Pizza | Quick service · Delivery-focused | Pizza | 847 W. Maple Street | open |
| Dough Ray Me | Restaurant (service type not stated) | Pizza · American | 1138B W Maple St | open |
| Eatz & Treatz | Juice, smoothie, tea | Juice / smoothies | 1261 W Maple St | open |
| Eurogyro - Hartville | Restaurant (service type not stated) | Pizza | 115 Sunnyside St Sw Ste 1 | open |
| Front Porch Cafe | Coffee shop | Coffee | 932 W Maple St | open |
| Front Porch Cafe | Café · Restaurant (service type not stated) · Coffee shop | Coffee | 932 W Maple St | open |
| Grinders Above and Beyond Grinders | Restaurant (service type not stated) | Sandwiches · American | 1212 W Maple St | open |
| Hartville Chocolate Factory | Dessert | Dessert | 114 S Prospect Ave | open |
| Hartville Chocolate Factory | Dessert | 1289 Edison St NW | open | |
| Hartville Kitchen Restaurant & Bakery | Bakery · Restaurant (service type not stated) | Bakery · American | 1015 Edison St NW | open |
| Hartville Tavern | Bar | 1273 W Maple St | open | |
| Honadle's Fine Chocolates | Dessert | Dessert | 1138 W Maple St | open |
| KFC KFC | Quick service | Chicken / wings · American | 821 West Maple Street | open |
| Koffee Kraving | Coffee shop · Juice, smoothie, tea · Café | Coffee · Juice / smoothies | 1289 Edison St NW | open |
| Kosmos Pizza | Restaurant (service type not stated) | Pizza · Italian | 127 S Prospect Ave | open |
| Kraus Pizza Kraus Pizza Strasburg | Restaurant (service type not stated) | Pizza · Italian | 240 Kent Ave NE NW | open |
| Lucky Star | Restaurant (service type not stated) | Chinese · Asian | 883 W Maple St | open |
| Mack's Bakery | Restaurant (service type not stated) | 1138 W Maple St #B | open | |
| Maize Valley Winery and Craft Brewery | Winery / distillery / taproom · Brewery / taproom · Bar | 6193 Edison St NE | open | |
| McDonald's McDonald's | Quick service | Burgers · American | 868 W Maple St | open |
| Meet Me At Irene's | Restaurant (service type not stated) | American | 264 Kent Ave NE | open |
| Melvin B Sommers Dba Mels Soft Water Service | Restaurant (service type not stated) | 415 Kent Ave NE | open | |
| Mi Casa Mexican Restaurant | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex · Latin American (other) | 903 W Maple St | open |
| Moore Than Coffee | Coffee shop | Coffee | 864 W Maple St | open |
| New Baltimore Homemade Ice Cream | Dessert | Ice cream / frozen desserts · Dessert | 14738 Ravenna Ave NE | open |
| Pangea Keto | Restaurant (service type not stated) | Healthy / salads / bowls | 1289 Edison St NW | open |
| Peace, Love and Little Donuts of Hartville Peace, Love and Little Donuts, Strip District | Bakery · Dessert | Dessert · Bakery | 115 S Prospect Ave | open |
| Pizza Hut Pizza Hut | Quick service · Restaurant (service type not stated) | Pizza | 925 W Maple St Stark | open |
| Premier Caregivers Of Northeast Ohio Llc | Restaurant (service type not stated) | 150 Grand Trunk Ave Sw # 1 | open | |
| Romeo's Pizza Romeo's Pizza | Restaurant (service type not stated) | Pizza · Italian | 854 W Maple St | open |
| Samantha's Frontier Restaurant Samantha's Grill in Louisville | Restaurant (service type not stated) | American · Breakfast | 418 E Maple St | open |
| Simply Delicious To Go | Restaurant (service type not stated) | American | 1138 W Maple St | open |
| Starbucks Coffee Company Starbucks | Coffee shop · Café · Bakery | Coffee · Bakery | 832 W Maple St | open |
| Subway | Quick service · Restaurant (service type not stated) · Specialty food shop | Sandwiches | 820 W Maple St, B | open |
| Terry | Dessert | 1289 Edison St NW | open | |
| The Hartville Pantry | Restaurant (service type not stated) | American | 101 Prospect Ave N | open |
| The Hen House | Restaurant (service type not stated) · Quick service | 12495 Ravenna Ave NE | open | |
| The Hickory Hog Smoked BBQ | Restaurant (service type not stated) · Food truck | 11367 Kent Ave NE | open | |
| The Pierogi Lady | Restaurant (service type not stated) | German / Eastern European | 1289 Edison St NW | open |
| Tjr Enterprises, Inc | Restaurant (service type not stated) | 264 Kent Ave NE | open | |
| Tommy’s crazy chicken | Restaurant (service type not stated) | Chicken / wings · Asian · American | 908 W Maple St | open |
| Wagler Farms | Food truck | open | ||
| Wendy's Wendy's | Quick service | Burgers · American | 915 W. Maple Street | open |
| World Chocolate Inc | Dessert | Dessert | 13155 Market Ave NW Suite B | open |
| Yoder Insurance | Restaurant (service type not stated) | 638 W Maple St | open | |
| Your Pizza | Restaurant (service type not stated) | Pizza | 1261 W Maple St | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 21 | 20 | — | — | — | 1 | SIC1987 |
| 1995 | 20 | 19 | — | — | — | 1 | SIC1987 |
| 1996 | 23 | 22 | — | — | — | 1 | SIC1987 |
| 1997 | 23 | 22 | — | — | — | 1 | SIC1987 |
| 1998 | 21 | 20 | 9 | 8 | 3 | 1 | NAICS1997 |
| 1999 | 22 | 21 | 10 | 9 | 2 | 1 | NAICS1997 |
| 2000 | 20 | 19 | 8 | 8 | 3 | 1 | NAICS1997 |
| 2001 | 22 | 22 | 9 | 10 | 3 | — | NAICS1997 |
| 2002 | 22 | 21 | 7 | 12 | 2 | 1 | NAICS1997 |
| 2003 | 20 | 20 | 8 | 9 | 3 | — | NAICS2002 |
| 2004 | 25 | 25 | 10 | 11 | 4 | — | NAICS2002 |
| 2005 | 24 | 24 | 10 | 12 | 2 | — | NAICS2002 |
| 2006 | 24 | 24 | 10 | 12 | 2 | — | NAICS2002 |
| 2007 | 25 | 24 | 9 | 13 | 2 | 1 | NAICS2002 |
| 2008 | 26 | 25 | 8 | 14 | 3 | 1 | NAICS2007 |
| 2009 | 25 | 24 | 8 | 14 | 2 | 1 | NAICS2007 |
| 2010 | 23 | 22 | 7 | 13 | 2 | 1 | NAICS2007 |
| 2011 | 25 | 24 | 9 | 13 | 2 | 1 | NAICS2007 |
| 2012 | 25 | 24 | 7 | 14 | 3 | 1 | NAICS2012 |
| 2013 | 26 | 25 | 7 | 14 | 4 | 1 | NAICS2012 |
| 2014 | 23 | 22 | 7 | 12 | 3 | 1 | NAICS2012 |
| 2015 | 26 | 24 | 7 | 14 | 3 | 1 | NAICS2012 |
| 2016 | 26 | 25 | 7 | 15 | 3 | 1 | NAICS2012 |
| 2017 | 28 | 28 | 10 | 16 | — | — | NAICS2017 |
| 2018 | 27 | 27 | 9 | 16 | — | — | NAICS2017 |
| 2019 | 27 | 27 | 9 | 16 | — | — | NAICS2017 |
| 2020 | 28 | 28 | 11 | 15 | — | — | NAICS2017 |
| 2021 | 26 | 26 | 9 | 14 | 3 | — | NAICS2017 |
| 2022 | 27 | 27 | 10 | 13 | 4 | — | NAICS2022 |
| 2023 | 29 | 29 | 11 | 13 | 5 | — | NAICS2022 |