BMIE Market 44505
Mahoning County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 16,764 2020–2024 ACS 5-year estimate ±981 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 6,570 2020–2024 ACS 5-year estimate ±416 · 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 | 19,357 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 8,800 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $37,538 2020–2024 ACS 5-year estimate ±4,867 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 36.5 2020–2024 ACS 5-year estimate ±3 · 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 | $644 2020–2024 ACS 5-year estimate ±38 · 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 | $93,000 2020–2024 ACS 5-year estimate ±21,664 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 18.1 sq mi Census Gazetteer 2020 |
| Restaurants | 51 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44505 |
| Restaurants per 10,000 residents | 21.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +18.6% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +41.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +18.6% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +59.4% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 57 (range 52–63) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +1.4 per year, r² 0.78) · 80% range · confidence High · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 54 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 49 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 49 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 70 / 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 44505. Projection: linear trend v1, fitted 2013–2023, +1.4 restaurants per year, r² 0.78, confidence High.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: 54 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 49 | 49 | 40% | +19.6 |
| Restaurant Opportunity Score | 48.8 | 49 | 35% | +17.1 |
| Market Momentum Score | 70.4 | 70 | 25% | +17.6 |
Consumer Market Score: 49 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 16,764 | 78 | 40% | +31.4 |
| Median household income (ACS) | 37,538 | 5 | 40% | +2.0 |
| Households (ACS) | 6,570 | 78 | 20% | +15.7 |
Restaurant Opportunity Score: 49 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 41.7 | 78 | 35% | +27.2 |
| Restaurants per 10,000 residents (lower = more room) | 30.4 | 20 | 25% | +4.9 |
| Population (ACS) | 16,764 | 78 | 20% | +15.7 |
| Median household income (ACS) | 37,538 | 5 | 20% | +1.0 |
Market Momentum Score: 70 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 18.6 | 76 | 50% | +38.1 |
| 10-year restaurant growth | 41.7 | 78 | 30% | +23.4 |
| 20-year restaurant growth | 18.6 | 45 | 20% | +8.9 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (104)
By cuisine
American 17 · Italian 13 · Pizza 12 · Coffee 9 · Bakery 6 · Chinese 6 · Mexican 6 · Sandwiches 6 · Asian 5 · Burgers 5 · Seafood 5 · Breakfast 4 · Dessert 4 · Juice / smoothies 3 · Caribbean 2 · Chicken / wings 2 · Ice cream / frozen desserts 2 · Indian 2 · Latin American (other) 2 · Mediterranean 2 · European 1 · French 1 · Greek 1 · Healthy / salads / bowls 1 · Middle Eastern 1 · Southwestern / Tex-Mex 1
By type
Restaurant (service type not stated) 65 · Quick service 20 · Casual dining 13 · Bar 12 · Bakery 8 · Café 8 · Coffee shop 7 · Dessert 5 · Other 4 · Juice, smoothie, tea 3 · Specialty food shop 2 · Buffet 1 · Catering 1 · Delivery-focused 1 · Food truck 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 8 o'Crêpe | Restaurant (service type not stated) | Breakfast · French | 669 McCartney Rd | open |
| A Taste Of Seafood And More | Restaurant (service type not stated) · Casual dining | Seafood · American | 199not here anymore, 2 McCartney Rd | open |
| Antone's Italian Cafe | Café · Bar · Restaurant (service type not stated) | Italian · Burgers · Coffee · American | 3551 Belmont Ave | open |
| Arby's | Quick service | 3551 Belmont Ave | open | |
| Aunt Nettes | Restaurant (service type not stated) | 3235 Belmont Ave | open | |
| Auntie Anne's | Other · Dessert · Quick service | Dessert | 3499 Belmont Ave | open |
| Banda Burrito | Restaurant (service type not stated) | Mexican | 4020 Belmont Ave | open |
| Belleria Pizza Wick Belleria Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 789 Wick Ave | open |
| Belmont Confections | Bakery | Bakery | 4718 Belmont Ave | open |
| Beverage House | Bar | 653 Gypsy Ln | open | |
| Bob Evans Bob Evans | Restaurant (service type not stated) | Breakfast · American | 3818 Belmont Ave | open |
| Buddys Cafe | Bar · Casual dining | American | 28 Jacobs Rd | open |
| Bull & Bear Neighborhood Grille and Tavern | Casual dining · Restaurant (service type not stated) · Bar | American | 3917 Belmont Ave | open |
| Burger King | Restaurant (service type not stated) | 685 McCartney Rd | open | |
| Campbell D.q. Llc | Restaurant (service type not stated) | 817 McCartney Rd | open | |
| Captain Fish & Chicken | Quick service · Restaurant (service type not stated) | Seafood | 671 McCartney Rd | open |
| Cassese's MVR | Casual dining · Restaurant (service type not stated) · Bar | Italian | 410 N Walnut St | open |
| Charley's Grilled Subs | Other | Sandwiches | open | |
| China Express | Restaurant (service type not stated) | Chinese | 2899 Belmont Ave | open |
| Chipotle Mexican Grill Chipotle Mexican Grill | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 4100 Belmont Ave | open |
| Chrissy's Central Inn | Bar · Casual dining | 2139 Hubbard Rd | open | |
| Coaches- Liberty | Restaurant (service type not stated) · Catering | 4698 Belmont Ave | open | |
| Costas Seafood & Mexican Grill | Restaurant (service type not stated) | Seafood · Mexican | 28 Jacobs Rd | open |
| Cultivate: A Co-Op Cafe | Other | Sandwiches | 901 Elm St | open |
| Culturehouse Coffee Co | Coffee shop · Café | Coffee | 818 Elm St | open |
| Dairy Queen | Dessert | Ice cream / frozen desserts | 2155 Belmont Ave | open |
| Dalia's Caribbean Kitchen | Restaurant (service type not stated) | Caribbean | 832 Elm St | open |
| Death Star II | Bar · Restaurant (service type not stated) | Chinese | open | |
| Delhi cafe Indian cuisine & bar | Restaurant (service type not stated) · Casual dining | Indian · American | 2921 Belmont Ave | open |
| Donahue's Family Restaurant | Restaurant (service type not stated) | American · Breakfast | 3437 Belmont Ave | open |
| DUDES - Halal | Restaurant (service type not stated) | 3225 Belmont Ave | open | |
| Dunkin' Dunkin' | Bakery · Juice, smoothie, tea · Dessert · Coffee shop | Dessert · Juice / smoothies · Coffee | 4305 Belmont Ave | open |
| E and B Family Restaurant | Casual dining | American | 3038 McCartney Rd | open |
| El Tapatio | Restaurant (service type not stated) | Mexican · Latin American (other) | 3632 Belmont Ave | open |
| Elm Street Diner | Casual dining | American | 832 Elm St | open |
| Fortune Garden | Restaurant (service type not stated) | Chinese · Asian | 4245 Belmont Ave #1003 | open |
| Golden Dawn Restaurant | Restaurant (service type not stated) | Italian · European | 1245 Logan Ave | open |
| Golden Hunan Restaurant | Restaurant (service type not stated) | Chinese · Asian | 3309 Belmont Ave | open |
| Handel's Homemade Ice Cream Handel's Homemade Ice Cream - York, PA | Dessert | Ice cream / frozen desserts · Dessert | 4251 Belmont Ave | open |
| Happy Buffet | Buffet | Chinese · Asian | 3551 Belmont Ave | open |
| Harmony Grill | Restaurant (service type not stated) | American | 1401 McGuffey Rd | open |
| Hook Fish & Chicken | Restaurant (service type not stated) | Seafood · Chicken / wings | 2545 Belmont Ave | open |
| Jimmy's Italian Specialties | Specialty food shop · Quick service | Italian · Sandwiches | 3230 Belmont Ave | open |
| Joe Restaurant | Restaurant (service type not stated) | Italian | 2921 Belmont Ave | open |
| K'nafa | Restaurant (service type not stated) | Middle Eastern · Mediterranean | 3129 Belmont Ave | open |
| KFC KFC | Quick service · Restaurant (service type not stated) | Chicken / wings | 3717 Belmont Ave | open |
| Kravitz Delicatessen | Specialty food shop · Quick service | Sandwiches · American | 3135 Belmont Ave | open |
| KrisTea | Juice, smoothie, tea · Coffee shop · Café | Juice / smoothies · Coffee | 907 Elm St | open |
| LEVELS SPORTS BAR & GRILLE | Bar · Casual dining | 2139 Hubbard Rd | open | |
| Liberty Nutrition | Juice, smoothie, tea | Juice / smoothies | 3045 Belmont Ave | open |
| Little Caesars Pizza Little Caesars | Quick service · Restaurant (service type not stated) | Pizza | 3551 Belmont Ave | open |
| Little Caesars Pizza Little Caesars | Quick service · Restaurant (service type not stated) | Pizza | 2916 Mc Cartney Rd | open |
| Long John Silver's Long John Silver's | Quick service · Restaurant (service type not stated) | Seafood | 3560 Belmont Ave | open |
| Looma Café | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 524 Wick Ave | open |
| Main Moon Chinese Restaurant | Restaurant (service type not stated) | Chinese · Asian | 671 McCartney Rd | open |
| Mantra | Restaurant (service type not stated) | Asian | 4042 Belmont Ave | open |
| McDonald's McDonald's | Quick service | Burgers · American | 3630 Belmont Rd | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 691 McCartney Rd | open |
| Monteen's Southern Cuisine | Restaurant (service type not stated) | 3807 Belmont Ave | open | |
| Morgan's Foods, Inc. | Quick service | 4531 Belmont Ave Ste A | open | |
| Mother Cluckers | Restaurant (service type not stated) | 1680 McCartney Rd | open | |
| Mthreecd Enterprises, Inc | Restaurant (service type not stated) | 789 Wick Ave | open | |
| Nablus Town Inc | Restaurant (service type not stated) | 3129 Belmont Ave | open | |
| Nicky's Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 1916 McCartney Rd | open |
| Nonni's Ristorante | Restaurant (service type not stated) | Italian | 4042 Belmont Ave | open |
| Papa Johns Pizza Papa John's Pizza | Quick service · Restaurant (service type not stated) | Pizza | 3616 Belmont Ave | open |
| Papa's Puerto Rican Food & NY Style Pizzeria | Restaurant (service type not stated) | Caribbean | 3225 Belmont Ave | open |
| Pappouli’s Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 5718 Belmont Ave | open |
| Perkins American Food Co. | Bakery | Bakery | 3632 Belmont Ave | open |
| Pit Stop Cafe | Bar · Restaurant (service type not stated) · Café | Coffee | 1564 Logan Ave | open |
| Pizza Hut Pizza Hut | Quick service · Restaurant (service type not stated) | Pizza | 2545 Belmont Ave | open |
| Pizza Joe's Pizza Joe's | Restaurant (service type not stated) | Pizza · Italian | 642 Gypsy Ln | open |
| Pizza N Gyro East Side | Restaurant (service type not stated) | Pizza · Mediterranean · Greek | 1108 McGuffey Rd | open |
| Pizza N' Gyro Place | Restaurant (service type not stated) | Pizza | 3707 Belmont Ave | open |
| Plaza Donuts | Bakery · Dessert | Dessert | 3437 Belmont Ave | open |
| Popeyes Popeyes | Quick service | 3515 Belmont Avenue | open | |
| Prepped Wellness | Delivery-focused | Healthy / salads / bowls | 907 Elm St | open |
| Rally's Checkers and Rally's | Quick service | Burgers · American | 3219 Belmont Ave | open |
| Redstone Investments | Restaurant (service type not stated) | 5050 Belmont Ave | open | |
| Sam's Pizza Shop | Restaurant (service type not stated) | Pizza | 4036 Belmont Ave | open |
| Señor Jalapeños | Restaurant (service type not stated) | Mexican · Latin American (other) | 4055 Belmont Ave | open |
| Shaker's Bar & Grill | Casual dining · Restaurant (service type not stated) · Bar | 4520 Belmont Ave | open | |
| Shangri-la Restaurant | Restaurant (service type not stated) · Casual dining | Indian · American | 3707 Belmont Ave | open |
| Speedy Café | Restaurant (service type not stated) | 4210 Belmont Avenue | open | |
| Starbucks Starbucks | Coffee shop · Café · Bakery | Coffee · Bakery | 4200 Belmont Ave | open |
| Starbucks Coffee Company Starbucks | Coffee shop · Café · Bakery | Coffee · Bakery | 4700 Belmont Ave | open |
| Station Square Ristorante | Restaurant (service type not stated) · Casual dining | Italian · American | 4250 Belmont Ave | open |
| Subway | Other | Sandwiches | 200 Goldie Rd | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 4501 Belmont Ave | open |
| T's Concessions | Restaurant (service type not stated) · Quick service · Food truck | 3000 McCartney Rd | open | |
| Taco Bell Taco Bell | Quick service | Mexican | 3551 Belmont Ave | open |
| The Good Table | Restaurant (service type not stated) | 3243 Cardinal Dr | open | |
| The Landmark Restaurant | Casual dining · Bakery | American · Breakfast · Bakery | 1472 Churchill Hubbard Rd | open |
| Topsy's Lounge | Bar | 1375 Logan Ave | open | |
| Uptown Pizza | Restaurant (service type not stated) | Pizza · Italian | 2940 Belmont Ave | open |
| Ursuline Irish Cafe | Café · Restaurant (service type not stated) · Coffee shop | Coffee | 750 Wick Ave | open |
| Walmart Bakery | Bakery | Bakery | 200 Goldie Rd | open |
| Wendy's Wendy's | Quick service | Burgers · American | 4001 Belmont Avenue | open |
| YOSTERIA | Bar · Restaurant (service type not stated) | Italian | 252 Valley St | open |
| Youngstown Crab Co | Restaurant (service type not stated) | 3917 Belmont Ave | open | |
| Angelos Pizza | Restaurant (service type not stated) | Pizza | 671 McCartney Rd | closed |
| Crabby Bob’s Crab | Restaurant (service type not stated) | Seafood | 3917 Belmont Ave | closed |
| Subway | Other | Sandwiches | 3134 Belmont Ave | closed |
| West Fork Roadhouse | Restaurant (service type not stated) | Steakhouse | 3850 Belmont Ave | closed |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 34 | 32 | — | — | — | 2 | SIC1987 |
| 1995 | 36 | 34 | — | — | — | 2 | SIC1987 |
| 1996 | 50 | 45 | — | — | — | 5 | SIC1987 |
| 1997 | 54 | 47 | — | — | — | 7 | SIC1987 |
| 1998 | 50 | 42 | 17 | 21 | 4 | 6 | NAICS1997 |
| 1999 | 53 | 44 | 21 | 20 | 3 | 7 | NAICS1997 |
| 2000 | 53 | 45 | 22 | 20 | 3 | 6 | NAICS1997 |
| 2001 | 50 | 42 | 18 | 21 | 3 | 6 | NAICS1997 |
| 2002 | 47 | 42 | 19 | 19 | 4 | 4 | NAICS1997 |
| 2003 | 48 | 43 | 20 | 22 | 1 | 4 | NAICS2002 |
| 2004 | 55 | 49 | 23 | 25 | 1 | 4 | NAICS2002 |
| 2005 | 50 | 43 | 19 | 23 | 1 | 5 | NAICS2002 |
| 2006 | 48 | 41 | 18 | 21 | 2 | 5 | NAICS2002 |
| 2007 | 51 | 44 | 21 | 21 | 2 | 5 | NAICS2002 |
| 2008 | 52 | 45 | 23 | 20 | 2 | 4 | NAICS2007 |
| 2009 | 53 | 45 | 23 | 20 | 2 | 5 | NAICS2007 |
| 2010 | 45 | 41 | 19 | 20 | 2 | 1 | NAICS2007 |
| 2011 | 47 | 42 | 20 | 20 | 2 | 2 | NAICS2007 |
| 2012 | 39 | 35 | 13 | 20 | 2 | 2 | NAICS2012 |
| 2013 | 41 | 36 | 14 | 19 | 3 | 2 | NAICS2012 |
| 2014 | 46 | 41 | 15 | 23 | 3 | 2 | NAICS2012 |
| 2015 | 46 | 42 | 16 | 23 | 3 | 1 | NAICS2012 |
| 2016 | 41 | 37 | 13 | 21 | 3 | 1 | NAICS2012 |
| 2017 | 47 | 43 | 16 | 23 | 4 | — | NAICS2017 |
| 2018 | 47 | 43 | 16 | 24 | 3 | — | NAICS2017 |
| 2019 | 46 | 41 | 14 | 25 | — | — | NAICS2017 |
| 2020 | 51 | 45 | 15 | 27 | 3 | — | NAICS2017 |
| 2021 | 56 | 50 | 20 | 28 | — | — | NAICS2017 |
| 2022 | 57 | 52 | 21 | 29 | — | — | NAICS2022 |
| 2023 | 56 | 51 | 20 | 28 | 3 | — | NAICS2022 |