BMIE Market 44484
Trumbull County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 21,358 2020–2024 ACS 5-year estimate ±1,011 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 9,228 2020–2024 ACS 5-year estimate ±487 · 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 | 22,991 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 10,929 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $63,630 2020–2024 ACS 5-year estimate ±4,936 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 43.8 2020–2024 ACS 5-year estimate ±5 · 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 | $856 2020–2024 ACS 5-year estimate ±75 · 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 | $175,900 2020–2024 ACS 5-year estimate ±12,286 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 17.9 sq mi Census Gazetteer 2020 |
| Restaurants | 51 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44484 |
| Restaurants per 10,000 residents | 20.4 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +13.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +10.9% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +50.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +37.8% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 50 (range 46–54) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.3 per year, r² 0.28) · 80% range · confidence Low · momentum, not a guarantee |
| Projected population, 5 years ahead | Needs more ACS years on file |
| BMIE Market Score | 60 / 100 MODELED · bmie_market_score v1 · confidence High · why? |
| Consumer Market Score | 64 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 50 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 65 / 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 44484. Projection: linear trend v1, fitted 2013–2023, +0.3 restaurants per year, r² 0.28, 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: 60 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Consumer Market Score | 64.3 | 64 | 40% | +25.7 |
| Restaurant Opportunity Score | 50.1 | 50 | 35% | +17.5 |
| Market Momentum Score | 65.1 | 65 | 25% | +16.3 |
Consumer Market Score: 64 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 21,358 | 82 | 40% | +33.0 |
| Median household income (ACS) | 63,630 | 36 | 40% | +14.6 |
| Households (ACS) | 9,228 | 84 | 20% | +16.8 |
Restaurant Opportunity Score: 50 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 10.9 | 55 | 35% | +19.2 |
| Restaurants per 10,000 residents (lower = more room) | 23.9 | 29 | 25% | +7.2 |
| Population (ACS) | 21,358 | 82 | 20% | +16.5 |
| Median household income (ACS) | 63,630 | 36 | 20% | +7.3 |
Market Momentum Score: 65 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 13.3 | 71 | 50% | +35.7 |
| 10-year restaurant growth | 10.9 | 55 | 30% | +16.4 |
| 20-year restaurant growth | 50 | 65 | 20% | +13.0 |
A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.
Restaurants on file (119)
By cuisine
American 24 · Coffee 13 · Pizza 11 · Italian 10 · Dessert 9 · Bakery 8 · Sandwiches 8 · Mexican 7 · Breakfast 5 · Chicken / wings 4 · Ice cream / frozen desserts 4 · Chinese 3 · Steakhouse 3 · Asian 2 · BBQ 2 · Burgers 2 · Greek 2 · Juice / smoothies 2 · Tea / bubble tea 2 · Hot dogs 1 · Indian 1 · Japanese 1 · Latin American (other) 1 · Mediterranean 1 · Middle Eastern 1 · Southwestern / Tex-Mex 1
By type
Restaurant (service type not stated) 78 · Quick service 20 · Bar 18 · Casual dining 14 · Bakery 12 · Dessert 12 · Coffee shop 9 · Café 7 · Juice, smoothie, tea 4 · Specialty food shop 3 · Winery / distillery / taproom 2 · Food truck 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 714 Lounge & Grille | Restaurant (service type not stated) · Casual dining | American | 2461 Youngstown Rd SE | open |
| Abruzzi's Specialty Foods | Restaurant (service type not stated) | open | ||
| Alberini's Trattoria | Restaurant (service type not stated) | Italian | 5000 E Market St | open |
| Anejo Mexican Restaurant and Cantina | Restaurant (service type not stated) · Casual dining | Mexican · American | 5000 E Market St | open |
| Anna Marie Images | Restaurant (service type not stated) | 175 Niles Cortland Rd SE | open | |
| Antone's Kitchen | Restaurant (service type not stated) | 1913 Niles Cortland Rd NE | open | |
| Antone's That's Italian | Restaurant (service type not stated) | Italian | 8256 High St NE | open |
| Arby's | Quick service · Restaurant (service type not stated) | Sandwiches | 4477 Youngstown Rd SE | open |
| Arby's | Quick service · Restaurant (service type not stated) | Sandwiches | 8265 E Market St | open |
| B & B Pizza Company | Restaurant (service type not stated) | Pizza | 1913 Niles Cortland Rd NE | open |
| Barrel33 | Casual dining · Bar | American | 8208 E Market St | open |
| Belleria Pizza - Warren | Restaurant (service type not stated) | Pizza | 3511 Youngstown Rd SE | open |
| Berry Blended | Restaurant (service type not stated) | 525 Niles Cortland Rd SE | open | |
| Buena Vista Ii Inc | Restaurant (service type not stated) | 1873 Niles Cortland Rd NE | open | |
| Burger King | Restaurant (service type not stated) | 8100 E Market St | open | |
| Cad Capital, Llc. | Restaurant (service type not stated) | 3900 E Market St | open | |
| Cafe 422 Cafe 422-Warren | Restaurant (service type not stated) · Casual dining · Café | American · Coffee | 4422 Youngstown Rd SE | open |
| Capriotti's Sandwich Shop Capriotti's Sandwich Shop | Quick service · Restaurant (service type not stated) | Sandwiches | 2484 Niles Cortland Rd SE | open |
| Carmen's Pizza | Restaurant (service type not stated) | Pizza · Sandwiches | 1861 Youngstown Rd SE | open |
| Chen Xing Chinese | Restaurant (service type not stated) | Chinese · Asian | 2020 North Rd SE | open |
| Chick-fil-A Chick-fil-A | Quick service | Chicken / wings · American | 1885 Niles Cortland Rd SE | open |
| Chipotle Mexican Grill Chipotle Mexican Grill | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 1922 Niles Cortland Rd SE | open |
| Chuck E. Cheese's | Restaurant (service type not stated) | Pizza | 2082 Niles Cortland Rd SE | open |
| Club Leons | Bar · Restaurant (service type not stated) · Quick service · Casual dining | 1111 Niles Cortland Rd NE | open | |
| Cold Stone Creamery Cold Stone Creamery | Dessert · Bar | Ice cream / frozen desserts · Dessert | 1924 Niles Cortland Rd SE | open |
| Covelli Enterprises, Inc. | Restaurant (service type not stated) | 3900 E Market St | open | |
| Cracker Barrel | Restaurant (service type not stated) | American | open | |
| Dairy Queen Dairy Queen | Dessert · Restaurant (service type not stated) · Quick service | Ice cream / frozen desserts | 6033 E Market St | open |
| Dairy Queen Dairy Queen | Quick service · Restaurant (service type not stated) · Dessert | Ice cream / frozen desserts | 2107 Youngstown Rd SE | open |
| Dalcan Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Dunkin' Dunkin' | Bakery · Quick service · Dessert · Coffee shop | Dessert · Coffee | 3545 Youngstown Rd SE | open |
| Dunkin' Dunkin' | Bakery · Quick service · Dessert · Coffee shop | Dessert · Coffee | 1501 Niles Cortland Rd SE | open |
| Dunkin' Dunkin' | Bakery · Juice, smoothie, tea · Dessert · Coffee shop | Dessert · Juice / smoothies · Coffee | 3920 E Market St | open |
| El Taco Feliz | Restaurant (service type not stated) · Casual dining · Bar | Mexican · Latin American (other) | 2014 North Rd SE | open |
| Eli's Famous Bar-B-Que | Restaurant (service type not stated) | BBQ | Niles Rd | open |
| Exhale Natural Tea Boutique LLC | Juice, smoothie, tea | Tea / bubble tea | 3100 Youngstown Rd SE | open |
| Five Guys | Quick service | 2393 Niles Cortland Rd SE | open | |
| Fk Lake Mary, Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Fk Sodo Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Fk Waterford, Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Fractured Prune | Bakery · Dessert | Dessert | 8254 High St NE | open |
| Franks Cafe - Howland Frank's Cafe - Market Street | Café | Coffee · Breakfast · American | 1955 Niles Cortland Rd NE | open |
| Garbanzo Mediterranean Fresh Garbanzo Mediterranean Fresh | Restaurant (service type not stated) | Greek · Middle Eastern · Mediterranean | 2389 Niles Cortland Rd SE | open |
| Gus' Italian Grille Xpress | Restaurant (service type not stated) | Pizza | 1875 Niles Cortland Rd NE | open |
| Hartford Hill Winery | Bar · Winery / distillery / taproom · Restaurant (service type not stated) | 2191 Celestial Dr NE | open | |
| Holy Hot Dog | Restaurant (service type not stated) | Hot dogs | 1913 Niles-Cortland Rd | open |
| Hot Head Burritos | Restaurant (service type not stated) | Mexican | 8031 E Market St Ste 6 | open |
| Howland Township Events | Food truck · Restaurant (service type not stated) | 8189 E Market St | open | |
| IHOP | Restaurant (service type not stated) | Breakfast | 1980 Niles Cortland Rd SE | open |
| Itam 30 | Bar | Italian | 2354 Youngstown Rd SE | open |
| Jack's Bar & Grille | Casual dining · Bar | 1877 Niles Cortland Rd NE | open | |
| Jimmy John's Jimmy John's | Quick service · Specialty food shop | Sandwiches | 2385 Niles Cortland Rd SE | open |
| Katie’s Korner | Dessert · Café | Ice cream / frozen desserts · Coffee | 1913 Niles Cortland Rd NE | open |
| Kava Roasters | Coffee shop · Juice, smoothie, tea · Dessert | Coffee · Tea / bubble tea · Dessert | 8595 Carriage Hill Dr NE | open |
| Kracker Jacks | Casual dining · Bar | 3315 Youngstown Rd SE | open | |
| Krispy Krunchy Chicken Krispy Krunchy Chicken | Quick service | 1708 Youngstown Rd SE | open | |
| Kyra Restaurant & Wine Bar | Restaurant (service type not stated) | 5000 E Market St Ste 14 | open | |
| Latido puertorican cousine | Restaurant (service type not stated) | 1708 Youngstown Rd SE | open | |
| Leo's Ristorante | Restaurant (service type not stated) | Italian · Pizza · American | 7042 E Market St | open |
| Leone DiCesare & Sons Winery | Winery / distillery / taproom | 260 Country Club Dr SE | open | |
| Levi's Bar&Grill | Casual dining · Quick service · Specialty food shop · Bar | American · Sandwiches | open | |
| Little Caesars Pizza Little Caesars | Quick service | Pizza · Italian | 2525 Youngstown Rd SE | open |
| LongHorn Steakhouse LongHorn Steakhouse | Restaurant (service type not stated) | Steakhouse · American | 1980 Niles Cortland Rd SE | open |
| Main Moon Chinese Restaurant | Restaurant (service type not stated) | Chinese | 8218 E Market St | open |
| Market House Cafe | Coffee shop · Café | Coffee · Breakfast | 8480 E Market St | open |
| McDonald's McDonald's | Quick service | Burgers · American | 2110 Niles Cortland Rd SE | open |
| McDonald's McDonald's | Quick service · Restaurant (service type not stated) | Burgers | 162 North Rd | open |
| Mikes Drive Thru | Restaurant (service type not stated) | 1903 Niles Cortland Rd NE | open | |
| Mission BBQ MISSION BBQ | Restaurant (service type not stated) | BBQ · American | 2208 Niles Cortland Rd SE | open |
| Montegrillo Corp | Restaurant (service type not stated) | 8720 E Market St | open | |
| Nellie's Smokehouse BBQ | Restaurant (service type not stated) | Indian | 2461 Youngstown Rd SE | open |
| Nothing Bundt Cakes Nothing Bundt Cakes | Bakery · Dessert | Bakery · Dessert | 2658 Niles Cortland Rd SE Suites 470 | open |
| Ohio Pizza Company, Llc | Restaurant (service type not stated) | 7091 E Market St | open | |
| One Hot Cookie | Bakery · Restaurant (service type not stated) · Café | Bakery · Coffee | 2204 Niles Cortland Rd SE | open |
| Panara | Bakery | Bakery | ELM Rd | open |
| Panera Bread | Bakery | Bakery | 3900 E Market St | open |
| Perkins American Food Co. | Casual dining · Restaurant (service type not stated) | Breakfast · American | 1953 Niles-Cortland Rd | open |
| Perkins at 1953 Niles-Cortland Road Warren, OH Perkins | Restaurant (service type not stated) | American | 1953 Niles-Cortland Road | open |
| Perkins Restaurant & Bakery Perkins American Food Co. | Restaurant (service type not stated) · Bakery | American · Bakery | 1953 Niles Cortland Rd SE | open |
| Pesa Italian Rolls | Bakery · Restaurant (service type not stated) | Italian · Bakery | 5000 E Market St | open |
| Pizza Hut Pizza Hut | Quick service | Pizza · Italian | 3920 E Market St | open |
| Plaza azteca | Restaurant (service type not stated) | Chinese · Mexican | Interstate 80 & N Canfield Niles Rd | open |
| Pmg Chocolatier | Dessert | Dessert | 8264 E Market St | open |
| Popeyes Louisiana Kitchen | Restaurant (service type not stated) | Chicken / wings | 2108 Niles Cortland Rd | open |
| Raising Cane's Chicken Fingers Raising Cane's Chicken Fingers | Quick service | Chicken / wings · American | 1954 Niles Cortland Rd SE | open |
| Raising Dough Nc Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Raptis Family Restaurant | Restaurant (service type not stated) | American · Greek | 1939 Niles Cortland Rd NE | open |
| Red Plum Pizza and Pasta | Restaurant (service type not stated) | Pizza · Italian | 8212 E Market St | open |
| Rise Pies | Restaurant (service type not stated) | 2208 Niles Cortland Rd SE | open | |
| Sahara Club II | Bar | 2345 Youngstown Rd SE #4318 | open | |
| Salvatore's Italian Grill | Restaurant (service type not stated) · Casual dining · Bar | Italian | 8720 E Market St | open |
| Simply J's | Restaurant (service type not stated) | American | 2779 Youngstown Rd SE | open |
| Sms Development Group Llc | Restaurant (service type not stated) | 8031 E Market St Ste 5 | open | |
| St Vincent Depaul Dining Hall | Restaurant (service type not stated) | 2355 Niles Rd SE | open | |
| Starbucks | Coffee shop · Restaurant (service type not stated) | Coffee | 1926 Niles Courtland Rd (Niles, North, Commons) | open |
| Starbucks Coffee Company Starbucks | Coffee shop · Restaurant (service type not stated) · Café | Coffee | 1926 Niles Cortland Rd SE | open |
| Stonebridge Grille and Tavern | Casual dining · Bar | American | 1415 Niles Cortland Rd SE | open |
| Stonebridge Restaurant | Restaurant (service type not stated) · Bar | 1415 Niles Cortland Rd NE | open | |
| StoneFruit Coffee StoneFruit Coffee | Coffee shop · Café | Coffee | 2100 Niles Cortland Rd SE | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 8252 E Market St | open |
| Sunrise Inn Express | Restaurant (service type not stated) | Chicken / wings · Pizza | 132 Niles Cortland Rd NE | open |
| Sylcon Llc | Restaurant (service type not stated) | 3900 E Market St | open | |
| Taco Bell | Restaurant (service type not stated) | Mexican | 8100 East Market St | open |
| Texas Roadhouse Texas Roadhouse | Restaurant (service type not stated) | Steakhouse · American | 2260 Niles Cortland Rd SE | open |
| The Cake Boutique | Bakery · Dessert | Bakery · Dessert | 4248 N River Rd NE | open |
| The Chophouse | Restaurant (service type not stated) | Steakhouse · American | 9519 E Market St | open |
| The Grand Lounge and Cigar Store | Restaurant (service type not stated) · Bar | 9519 E Market St | open | |
| The Howland Bean | Coffee shop | Coffee | 8024 E Market St | open |
| The Hub Nutrition | Juice, smoothie, tea · Bar | Juice / smoothies | 5000 E Market St | open |
| The Rig | Bar · Casual dining | American | 9421 E Market St | open |
| Triangle Inn | Bar | 1050 Youngstown Rd SE | open | |
| Up a Creek Tavern | Bar | 4793 E Market St | open | |
| US Sub Shop | Specialty food shop · Quick service | Sandwiches · American | 2155 Youngstown Rd SE | open |
| Waffle House Waffle House | Casual dining | Breakfast · American | 1494 Niles Cortland Rd SE | open |
| Wahaka Taco | Restaurant (service type not stated) | Mexican | 132 Niles Cortland Rd NE | open |
| Warren Baking Co | Bakery | Bakery | 2216 Youngstown Rd SE | open |
| Wedgewood Fernando's Pizza | Restaurant (service type not stated) | Pizza · Italian | 8250 High St NE | open |
| Yamato Japanese Restaurant | Restaurant (service type not stated) | Japanese · Asian | 3860 Youngstown Rd SE | open |
| Captains Fresh Fish & Chips | Restaurant (service type not stated) | British / Irish pub food | 2014 North Rd SE | closed |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 43 | 37 | — | — | — | 6 | SIC1987 |
| 1995 | 41 | 36 | — | — | — | 5 | SIC1987 |
| 1996 | 47 | 40 | — | — | — | 7 | SIC1987 |
| 1997 | 49 | 41 | — | — | — | 8 | SIC1987 |
| 1998 | 45 | 38 | 11 | 22 | 4 | 7 | NAICS1997 |
| 1999 | 40 | 33 | 7 | 22 | 3 | 6 | NAICS1997 |
| 2000 | 43 | 36 | 11 | 19 | 5 | 6 | NAICS1997 |
| 2001 | 45 | 36 | 8 | 22 | 5 | 6 | NAICS1997 |
| 2002 | 48 | 39 | 10 | 21 | 7 | 6 | NAICS1997 |
| 2003 | 41 | 34 | 10 | 22 | 2 | 5 | NAICS2002 |
| 2004 | 42 | 36 | 13 | 21 | 2 | 4 | NAICS2002 |
| 2005 | 47 | 40 | 13 | 25 | 2 | 5 | NAICS2002 |
| 2006 | 50 | 44 | 12 | 30 | 2 | 4 | NAICS2002 |
| 2007 | 54 | 47 | 13 | 30 | 4 | 6 | NAICS2002 |
| 2008 | 55 | 50 | 14 | 32 | 4 | 3 | NAICS2007 |
| 2009 | 57 | 52 | 17 | 31 | 4 | 3 | NAICS2007 |
| 2010 | 53 | 47 | 15 | 28 | 4 | 4 | NAICS2007 |
| 2011 | 51 | 45 | 13 | 28 | 4 | 4 | NAICS2007 |
| 2012 | 51 | 45 | 15 | 25 | 5 | 4 | NAICS2012 |
| 2013 | 51 | 46 | 18 | 23 | 5 | 4 | NAICS2012 |
| 2014 | 55 | 48 | 21 | 22 | 5 | 6 | NAICS2012 |
| 2015 | 51 | 45 | 17 | 23 | 5 | 5 | NAICS2012 |
| 2016 | 51 | 46 | 15 | 26 | 5 | 4 | NAICS2012 |
| 2017 | 51 | 45 | 15 | 27 | 3 | 4 | NAICS2017 |
| 2018 | 51 | 45 | 16 | 25 | 4 | 4 | NAICS2017 |
| 2019 | 56 | 50 | 17 | 28 | 5 | 4 | NAICS2017 |
| 2020 | 52 | 46 | 12 | 29 | 5 | 4 | NAICS2017 |
| 2021 | 53 | 47 | 11 | 30 | 6 | 4 | NAICS2017 |
| 2022 | 57 | 48 | 14 | 29 | 5 | 4 | NAICS2022 |
| 2023 | 61 | 51 | 16 | 31 | 4 | 4 | NAICS2022 |