BMIE Market 44514
Mahoning County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 23,917 2020–2024 ACS 5-year estimate ±1,077 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 9,881 2020–2024 ACS 5-year estimate ±536 · 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 | 22,472 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 10,127 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $79,808 2020–2024 ACS 5-year estimate ±5,381 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 45.4 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 | $1,052 2020–2024 ACS 5-year estimate ±124 · 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 | $205,500 2020–2024 ACS 5-year estimate ±9,109 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 22.2 sq mi Census Gazetteer 2020 |
| Restaurants | 51 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44514 |
| Restaurants per 10,000 residents | 18.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +6.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +30.8% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +70.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +82.1% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 59 (range 54–63) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +1.3 per year, r² 0.82) · 80% range · confidence High · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 69 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 76 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 63 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 68 / 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 44514. Projection: linear trend v1, fitted 2013–2023, +1.3 restaurants per year, r² 0.82, 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: 69 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 75.6 | 76 | 40% | +30.3 |
| Restaurant Opportunity Score | 62.8 | 63 | 35% | +22.0 |
| Market Momentum Score | 67.8 | 68 | 25% | +17.0 |
Consumer Market Score: 76 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 23,917 | 84 | 40% | +33.8 |
| Median household income (ACS) | 79,808 | 62 | 40% | +24.8 |
| Households (ACS) | 9,881 | 85 | 20% | +17.1 |
Restaurant Opportunity Score: 63 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 30.8 | 71 | 35% | +25.0 |
| Restaurants per 10,000 residents (lower = more room) | 21.3 | 34 | 25% | +8.5 |
| Population (ACS) | 23,917 | 84 | 20% | +16.9 |
| Median household income (ACS) | 79,808 | 62 | 20% | +12.4 |
Market Momentum Score: 68 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 6.3 | 63 | 50% | +31.5 |
| 10-year restaurant growth | 30.8 | 71 | 30% | +21.4 |
| 20-year restaurant growth | 70 | 75 | 20% | +14.9 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (91)
By cuisine
American 20 · Pizza 13 · Italian 11 · Coffee 9 · Dessert 8 · Sandwiches 8 · Bakery 6 · Burgers 6 · Mexican 3 · Steakhouse 3 · Breakfast 2 · Chicken / wings 2 · Chinese 2 · Ice cream / frozen desserts 2 · Asian 1 · BBQ 1 · Cajun, Creole, Southern 1 · Filipino 1 · Healthy / salads / bowls 1 · Hot dogs 1 · Indian 1 · Juice / smoothies 1 · Middle Eastern 1 · Seafood 1 · Southwestern / Tex-Mex 1 · Vegetarian 1
By type
Restaurant (service type not stated) 55 · Quick service 24 · Bar 11 · Dessert 10 · Bakery 8 · Casual dining 8 · Café 7 · Coffee shop 5 · Other 3 · Catering 2 · Food truck 2 · Specialty food shop 2 · Winery / distillery / taproom 2 · Brewery / taproom 1 · Juice, smoothie, tea 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 20Th Mile Bar & Grille | Casual dining · Bar | 3425 Hummingbird Hill Dr | open | |
| 31 Club | Bar | 1513 Tamarisk Trl | open | |
| Another Round Bar and Grille | Casual dining · Restaurant (service type not stated) · Bar | American | 625 E Western Reserve Rd | open |
| Antone's Kitchen Antone's Kitchen | Restaurant (service type not stated) · Casual dining | Italian · American | 3057 Center Rd | open |
| Arby's | Quick service | 5166 Youngstown Poland Rd | open | |
| Arby's | Quick service | 3255 Center Rd | open | |
| Bake Me Treats | Bakery · Dessert | Bakery · Dessert | 16 S Main St | open |
| Baking Up Memories Sweets Boutique & Creative Studio | Dessert | Dessert | 850 E Western Reserve Rd | open |
| Belleria Pizza Belleria Pizzeria | Restaurant (service type not stated) | Italian · Pizza | 3187 Center Rd | open |
| Bloomingdales Point Restaurant | Restaurant (service type not stated) | 9835 South Ave | open | |
| Boardman Twin Peaks | Restaurant (service type not stated) | American | 7165 Tiffany Blvd. | open |
| Bread Chef | Bakery | Bakery | 850 E Western Reserve Rd #5 | open |
| Brookstone Meadery and Brewing Company | Brewery / taproom · Winery / distillery / taproom | 1800 W Western Reserve Rd | open | |
| Bruno's Restaurant & Catering | Catering | Italian · American | 1984 Boardman Poland Rd | open |
| Burger King Burger King | Quick service | Burgers · American | 3350 Center Road | open |
| Cafe 422 Cafe 422-Warren | Restaurant (service type not stated) · Café | Coffee · American | 8586 South Ave | open |
| Carmella's Cafe | Café · Restaurant (service type not stated) | Italian · Coffee | 850 E Western Reserve Rd #6 | open |
| Carrabba's Italian Grill | Restaurant (service type not stated) | Italian | 1320 Boardman Poland Rd | open |
| Chick-fil-A Chick-fil-A | Quick service | Chicken / wings · American | 1110 Boardman Poland Rd | open |
| Choolaah | Restaurant (service type not stated) | Indian | 1051 Boardman Poland Rd | open |
| Classic Bakery | Bakery · Dessert | Bakery · Dessert | 7135 Tiffany Blvd | open |
| Coaches Burger Bar Coaches Burger Bar | Bar | Burgers · American | 3032 Center Rd | open |
| Coaches Burgers | Restaurant (service type not stated) | 9065 Springfield Rd | open | |
| Cocca's Pizza Cocca's Pizza | Restaurant (service type not stated) | Pizza · Italian | 18 E McKinley Way | open |
| Condado Tacos Condado Tacos | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 1051 Boardman Poland Rd Unit C | open |
| Coney's | Restaurant (service type not stated) · Quick service | Middle Eastern · Hot dogs · American | 8535 South Ave | open |
| Cornersburg Pizza Poland | Restaurant (service type not stated) · Food truck | Pizza | 1 N Main St | open |
| Dairy Queen Grill & Chill Dairy Queen | Quick service · Restaurant (service type not stated) · Dessert | Ice cream / frozen desserts | 3044 Center Rd | open |
| Dunkin' Dunkin' | Coffee shop · Quick service · Dessert · Bakery | Coffee · Dessert | 1305 Boardman Poland Rd | open |
| Dunkin' Dunkin' | Coffee shop · Quick service · Dessert · Bakery | Coffee · Dessert | 1001 E Western Reserve Rd | open |
| Dunkin' Dunkin' | Quick service | 1300 Doral Drive | open | |
| Ely's To Go | Restaurant (service type not stated) · Café | Vegetarian · Coffee | 850 E Western Reserve Rd #7 | open |
| First Watch First Watch | Restaurant (service type not stated) | Breakfast · American | 1051 Boardman Poland Road | open |
| Five Points Wine & Bar | Bar | 9065 Springfield Rd | open | |
| Giannios Candy Store | Dessert | 7080 Tiffany Blvd | open | |
| Gray Barn Baking | Bakery · Dessert | Bakery · Dessert | 19 Elm St | open |
| H. Vari & Company | Restaurant (service type not stated) | 263 W Mckinley Way Ste 104 | open | |
| Handel's Ice Cream Poland Ohio Handel's Homemade Ice Cream - York, PA | Dessert | Ice cream / frozen desserts · Dessert | 6594 Clingan Rd | open |
| Heart of The Dragon | Restaurant (service type not stated) | Chinese | 3220 E Western Reserve Rd | open |
| House of Bennys | Restaurant (service type not stated) · Casual dining | Breakfast · American | 122 S Main St | open |
| Ianazone's Pizza | Restaurant (service type not stated) | Pizza | 9056 N Lima Rd 9056 | open |
| Inner Circle Pizza | Restaurant (service type not stated) | Pizza | 1816 Boardman Poland Rd | open |
| Kravitz Deli | Specialty food shop · Restaurant (service type not stated) · Quick service | Sandwiches | 1051 Tiffany S | open |
| Landgraff Chocolates | Dessert · Restaurant (service type not stated) | Dessert | 850 E Western Reserve Rd | open |
| LaRoccas Pizza & Pasta | Restaurant (service type not stated) | Italian · Pizza | 6505 Clingan Rd | open |
| Lin's Garden | Restaurant (service type not stated) | Chinese · Asian | 9065 Springfield Rd | open |
| McAlister's Deli McAlister's Deli | Specialty food shop · Restaurant (service type not stated) · Quick service | Sandwiches | 1090 Boardman Poland Rd | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | Sr 7 & Oh Tpke | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 1180 Boardman Poland Road | open |
| Michael Alberini's Restaurant | Restaurant (service type not stated) · Bar | Italian | 1140 Boardman Poland Rd | open |
| Mission BBQ MISSION BBQ | Restaurant (service type not stated) | BBQ · American | 1051 Boardman Poland Rd Unit A | open |
| Nicolinni's Restorante Ii, Llc | Restaurant (service type not stated) | 1247 Boardman Poland Rd | open | |
| Nittoli's Pizzeria | Restaurant (service type not stated) | Pizza · American | 123 S Main St | open |
| No Limits Cafe & Bakery | Bakery · Café | Bakery · Coffee | 5512 Youngstown-Poland Rd | open |
| Outback Steakhouse Outback Steakhouse | Restaurant (service type not stated) | Steakhouse · American | 1320 Boardman Poland Rd | open |
| P. A. B. & S., Inc. Dba Paul's Auto Collision | Restaurant (service type not stated) | 423 E Western Reserve Rd | open | |
| Papa John's Pizza Papa John's Pizza | Quick service · Restaurant (service type not stated) | Pizza | 1307 Boardman Poland Rd | open |
| Paradise Laundromat | Quick service · Restaurant (service type not stated) | Sandwiches | 5048 Youngstown Poland Rd | open |
| Pizza Boy | Quick service | Pizza · Italian | 90 S Main St | open |
| Pizza Hut Pizza Hut | Quick service · Restaurant (service type not stated) | Pizza | 3926 Youngstown-Poland Rd | open |
| Popeyes Popeyes Louisiana Kitchen | Quick service | Chicken / wings · Cajun, Creole, Southern | 1039 Boardman Poland Rd | open |
| Pour House | Bar | 3131 Center Rd | open | |
| Pulp Juice and Smoothie Bar Pulp Juice and Smoothie Bar - Zanesville | Juice, smoothie, tea · Restaurant (service type not stated) | Juice / smoothies · Healthy / salads / bowls | 7161 Tiffany Blvd | open |
| Red Lobster Red Lobster | Restaurant (service type not stated) | Seafood · American | 1410 Boardman Poland Rd | open |
| Riser Tavern & Grill | Casual dining · Bar | 1135 W Western Reserve Rd #3592 | open | |
| Romeo's Pizza | Restaurant (service type not stated) | Pizza | 3006 Center Rd | open |
| Round About Pizza | Restaurant (service type not stated) | Pizza | 9056 N Lima Rd A | open |
| Sandwich Factory | Other | Sandwiches | 3057 Center Rd Ste A | open |
| Shakers BackYard Bar & Grill | Casual dining · Bar | American | 8942 Youngstown Pittsburgh Rd | open |
| Springfield Grille Springfield Grille - Boardman | Restaurant (service type not stated) | Steakhouse · American | 7413 Tiffany S | open |
| StoneFruit Coffee StoneFruit Coffee | Coffee shop · Café | Coffee | 3300 Center Rd | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 5052 Youngstown-Poland Rd | open |
| Subway | Quick service · Other · Restaurant (service type not stated) | Sandwiches | 1301 Boardman-Poland Rd | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 1300 Doral Dr | open |
| Subway | Other | Sandwiches | 3004 Center Rd | open |
| Swensons Drive-in | Restaurant (service type not stated) | Burgers | 1247 Boardman Poland Rd | open |
| Taco Bell Taco Bell | Quick service | Mexican | 8585 South Ave | open |
| Taco Bell Taco Bell | Quick service | Mexican | 4380 Youngstown Poland Rd | open |
| Texas Roadhouse Texas Roadhouse | Restaurant (service type not stated) | Steakhouse · American | 1221 Boardman Poland Rd | open |
| The Cafe at Wittenauer's | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 122 S Main St | open |
| The Fireplace | Restaurant (service type not stated) | American · Italian | 2075 E Western Reserve Rd | open |
| The Mocha House The Mocha House - Warren | Café · Restaurant (service type not stated) · Coffee shop | Coffee | 7141 Tiffany Blvd | open |
| The Oaks 2 Llc | Restaurant (service type not stated) | 1738 Boardman Poland Rd | open | |
| The Winners Circle | Restaurant (service type not stated) · Casual dining · Bar | 9065 Springfield Rd H | open | |
| Twin Peaks Twin Peaks Restaurants | Bar · Casual dining | 7165 Tiffany Blvd | open | |
| Urban Eggrolls LLC | Food truck · Catering | Filipino | 8962 Youngstown - Pittsburgh Rd | open |
| Valley Classics Independents | Restaurant (service type not stated) | Italian · Pizza | 839 Southwestern Run | open |
| Vineyards Of Poland, Youngstown, Ohio | Winery / distillery / taproom | open | ||
| Walmart Bakery | Bakery | Bakery | 1300 Doral Dr | open |
| Wendy's Wendy's | Quick service | Burgers · American | 8541 South Ave | open |
| Zaza Hospitality Llc | Restaurant (service type not stated) | 8586 South Ave | open |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 33 | 28 | — | — | — | 5 | SIC1987 |
| 1995 | 29 | 25 | — | — | — | 4 | SIC1987 |
| 1996 | 31 | 25 | — | — | — | 6 | SIC1987 |
| 1997 | 37 | 30 | — | — | — | 7 | SIC1987 |
| 1998 | 39 | 28 | 19 | 7 | 2 | 8 | NAICS1997 |
| 1999 | 36 | 25 | 14 | 10 | 1 | 7 | NAICS1997 |
| 2000 | 34 | 24 | 13 | 10 | 1 | 6 | NAICS1997 |
| 2001 | 36 | 23 | 12 | 9 | 2 | 9 | NAICS1997 |
| 2002 | 38 | 28 | 13 | 12 | 3 | 6 | NAICS1997 |
| 2003 | 40 | 30 | 13 | 13 | 3 | 6 | NAICS2002 |
| 2004 | 40 | 32 | 14 | 14 | 3 | 5 | NAICS2002 |
| 2005 | 39 | 32 | 15 | 12 | 4 | 4 | NAICS2002 |
| 2006 | 43 | 35 | 16 | 15 | 3 | 6 | NAICS2002 |
| 2007 | 51 | 41 | 18 | 18 | 3 | 6 | NAICS2002 |
| 2008 | 50 | 43 | 21 | 18 | 3 | 4 | NAICS2007 |
| 2009 | 49 | 41 | 19 | 17 | 3 | 5 | NAICS2007 |
| 2010 | 48 | 41 | 19 | 19 | 2 | 4 | NAICS2007 |
| 2011 | 46 | 41 | 16 | 23 | 2 | 1 | NAICS2007 |
| 2012 | 43 | 38 | 14 | 23 | 1 | 2 | NAICS2012 |
| 2013 | 45 | 39 | 15 | 21 | 3 | 3 | NAICS2012 |
| 2014 | 46 | 40 | 14 | 23 | 3 | 3 | NAICS2012 |
| 2015 | 43 | 38 | 16 | 19 | 3 | 2 | NAICS2012 |
| 2016 | 48 | 44 | 18 | 22 | 4 | 1 | NAICS2012 |
| 2017 | 51 | 47 | 19 | 24 | 4 | — | NAICS2017 |
| 2018 | 53 | 48 | 20 | 22 | 6 | — | NAICS2017 |
| 2019 | 49 | 45 | 17 | 23 | 5 | — | NAICS2017 |
| 2020 | 51 | 46 | 16 | 25 | 5 | — | NAICS2017 |
| 2021 | 56 | 51 | 16 | 30 | 5 | — | NAICS2017 |
| 2022 | 56 | 50 | 15 | 31 | 4 | — | NAICS2022 |
| 2023 | 58 | 51 | 16 | 31 | 4 | — | NAICS2022 |