BMIE Market 44087
Summit County, Ohio · ZCTA boundaries as of 2020
Profile
| Population (current estimate) | 22,185 2020–2024 ACS 5-year estimate ±446 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05 |
|---|---|
| Households | 8,873 2020–2024 ACS 5-year estimate ±439 · 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 | 20,221 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04 |
| Housing units | 8,527 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04 |
| Median household income | $99,270 2020–2024 ACS 5-year estimate ±7,403 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Median age | 43.3 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 | $1,361 2020–2024 ACS 5-year estimate ±48 · 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 | $320,400 2020–2024 ACS 5-year estimate ±18,070 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05 |
| Land area | 18.0 sq mi Census Gazetteer 2020 |
| Restaurants | 47 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 44087 |
| Restaurants per 10,000 residents | 21.3 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such |
| Restaurant growth, 5-year | +9.3% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 10-year | +4.4% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, 20-year | +2.2% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants |
| Restaurant growth, Longest on file | +104.4% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants |
| Projected restaurants, 2028 | 43 (range 37–49) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.3 per year, r² 0.15) · 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 | 82 / 100 MODELED · consumer_market_score v1 · confidence High · why? |
| Restaurant Opportunity Score | 59 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why? |
| Market Momentum Score | 55 / 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 44087. Projection: linear trend v1, fitted 2013–2023, -0.3 restaurants per year, r² 0.15, 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 | 82.1 | 82 | 40% | +32.8 |
| Restaurant Opportunity Score | 58.6 | 59 | 35% | +20.5 |
| Market Momentum Score | 55.5 | 55 | 25% | +13.9 |
Consumer Market Score: 82 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| Population (ACS) | 22,185 | 83 | 40% | +33.3 |
| Median household income (ACS) | 99,270 | 80 | 40% | +32.2 |
| Households (ACS) | 8,873 | 83 | 20% | +16.7 |
Restaurant Opportunity Score: 59 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 10-year restaurant growth | 4.4 | 49 | 35% | +17.3 |
| Restaurants per 10,000 residents (lower = more room) | 21.2 | 34 | 25% | +8.6 |
| Population (ACS) | 22,185 | 83 | 20% | +16.6 |
| Median household income (ACS) | 99,270 | 80 | 20% | +16.1 |
Market Momentum Score: 55 (High confidence)
| Component | Value | Rank | Weight | Adds |
|---|---|---|---|---|
| 5-year restaurant growth | 9.3 | 67 | 50% | +33.4 |
| 10-year restaurant growth | 4.4 | 49 | 30% | +14.8 |
| 20-year restaurant growth | 2.2 | 36 | 20% | +7.3 |
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 13 · Pizza 10 · Bakery 8 · Dessert 7 · Mexican 7 · Sandwiches 7 · Italian 6 · Coffee 5 · Southwestern / Tex-Mex 5 · Burgers 4 · Ice cream / frozen desserts 4 · Asian 3 · Chicken / wings 2 · Chinese 2 · Healthy / salads / bowls 2 · Japanese 2 · Sushi 2 · Tea / bubble tea 2 · Thai 2 · British / Irish pub food 1 · Cajun, Creole, Southern 1 · European 1 · Indian 1 · Juice / smoothies 1 · Korean 1 · Latin American (other) 1 · Steakhouse 1 · Vegetarian 1
By type
Restaurant (service type not stated) 59 · Bar 13 · Quick service 12 · Casual dining 10 · Bakery 9 · Dessert 8 · Other 5 · Café 4 · Coffee shop 3 · Juice, smoothie, tea 3 · Buffet 1 · Delivery-focused 1 · Fast casual 1 · Specialty food shop 1
| Name | Type | Cuisine | Address | Status |
|---|---|---|---|---|
| 2681 Creekside Drive, Twinsburg | Restaurant (service type not stated) | 2681 Creekside Dr | open | |
| Aaron & Moses | Restaurant (service type not stated) · Casual dining · Bar | American | 2615 Glenwood Dr | open |
| Arby's | Quick service · Restaurant (service type not stated) | Sandwiches | 2670 Creekside Dr | open |
| Beijing Garden | Restaurant (service type not stated) | Chinese · Asian | 7995 Darrow Rd | open |
| Blue Canyon Kitchen and Tavern | Restaurant (service type not stated) · Casual dining · Bar | American | 8960 Wilcox Dr | open |
| Boba Queen | Juice, smoothie, tea | Tea / bubble tea | 9224 Darrow Rd | open |
| Bratview Enterprises | Restaurant (service type not stated) | 9453 Ravenna Rd | open | |
| Brewsters | Casual dining · Restaurant (service type not stated) · Bar | American | 2681 Creekside Dr | open |
| Burger King Burger King | Quick service | Burgers · American | 2532 E Aurora Rd | open |
| Burgers 2 Beer Burgers 2 Beer Solon | Casual dining · Bar | Burgers | 8941 Wilcox Dr | open |
| Cbp Restaurant Group Llc | Restaurant (service type not stated) | 2681 Creekside Dr | open | |
| China Moon | Restaurant (service type not stated) | Chinese · Asian | 10735 Ravenna Rd | open |
| Chipotle Mexican Grill Chipotle Mexican Grill | Quick service | Mexican · Southwestern / Tex-Mex | 2640 Creekside Dr | open |
| Chris's Icecream Treats | Dessert · Restaurant (service type not stated) | Ice cream / frozen desserts | 9241 Ravenna Rd C-4 | open |
| Cleveland Syrup | Bakery | Bakery | 2200 Highland Rd | open |
| Cracker Barrel Cracker Barrel Old Country Store | Restaurant (service type not stated) | Cajun, Creole, Southern · American | 2371 East Aurora Rd. I-480 & SR 82 | open |
| D'Angelo's Italian Ristorante | Restaurant (service type not stated) | Italian · European | 7995 Darrow Rd | open |
| Damon's Grill | Restaurant (service type not stated) | 8941 Wilcox Dr | open | |
| Domino's Domino's Pizza | Quick service · Delivery-focused | Pizza | 9224 Darrow Rd | open |
| Donatos Pizza | Restaurant (service type not stated) | Pizza | 8940 Wilcox Dr | open |
| DQ Grill & Chill DQ Grill & Chill | Quick service · Dessert | Ice cream / frozen desserts · Dessert | 8895 Darrow Rd | open |
| Dr. Pepper Snapple Group | Restaurant (service type not stated) · Other | 8400 Darrow Rd | open | |
| Dreams To Reality Llc | Restaurant (service type not stated) | 10735 Ravenna Rd | open | |
| Dunkin' Dunkin' | Bakery · Juice, smoothie, tea · Dessert · Coffee shop | Dessert · Juice / smoothies · Coffee | 2561 E Aurora Rd | open |
| Eatza Pizza | Restaurant (service type not stated) | Pizza | 8928 Darrow Rd | open |
| Ebony's Ice Cream | Dessert | Ice cream / frozen desserts · Dessert | 9981 Vail Dr | open |
| El Campesino | Restaurant (service type not stated) | Mexican | 10735 Ravenna Rd #8 | open |
| El Chile Bravo | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex · Latin American (other) | 3100 Glenwood Blvd | open |
| El Orito Tacos El Torito | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 10683 Ravenna Rd | open |
| Even Batter | Bakery | Bakery | 2658 E Aurora Rd # 8 | open |
| Flipside Chagrin Falls Llc | Restaurant (service type not stated) | 9453 Ravenna Rd | open | |
| Fore Seasons Indoor Golf | Restaurant (service type not stated) | 8054 Darrow Rd | open | |
| Fresh Start Diner | Casual dining · Restaurant (service type not stated) | American | 9810 Ravenna Rd | open |
| Fs Van Aiken Llc | Restaurant (service type not stated) | 9453 Ravenna Rd | open | |
| Fun Buffet | Buffet · Restaurant (service type not stated) | 2695 Creekside Dr | open | |
| George's Donuts | Bakery · Dessert | Dessert · Bakery | 7995 Darrow Rd #6 | open |
| Gioninos Pizzeria | Restaurant (service type not stated) | Pizza · Italian | 10755 Ravenna Rd #6 | open |
| Greenbridge Teahouse | Juice, smoothie, tea | Vegetarian · Tea / bubble tea · Healthy / salads / bowls | 9036 Church St | open |
| Gyukatsu Motomura | Restaurant (service type not stated) | 1499 Enterprise Pkwy | open | |
| Handel's Homemade Ice Cream Twinsburg Handel's Homemade Ice Cream - York, PA | Dessert · Restaurant (service type not stated) | Ice cream / frozen desserts · Dessert | 10735 Ravenna Rd | open |
| Happy Cakes & More Twinsburg | Bakery · Dessert | Bakery · Dessert | 7995 Darrow Rd | open |
| Harmonii Social | Bar · Restaurant (service type not stated) | 10735 Ravenna Rd | open | |
| Hyde Park Restaurant Systems | Restaurant (service type not stated) | 9724 Ravenna Rd | open | |
| Hydro Pressure + Pack | Restaurant (service type not stated) · Other | 1550 Enterprise Pkwy | open | |
| J & J Restaurant Enterprise | Restaurant (service type not stated) | 10735 Ravenna Rd | open | |
| Jersey Mike's Jersey Mike's Subs | Quick service · Specialty food shop | Sandwiches | 8870 Darrow Road | open |
| Kaylee’s Bakehouse | Bakery | Bakery | 1306 Sharonbrook Dr | open |
| Mango Thai Cuisine | Restaurant (service type not stated) | Thai · Sushi · Japanese · Asian | 8870 Darrow Rd | open |
| Marco's Pizza Marco's Pizza | Restaurant (service type not stated) | Pizza · Italian | 9981 Vail Dr, Ste A | open |
| Master Pizza Master Pizza | Restaurant (service type not stated) | Pizza · Italian | 9735 Ravenna Rd | open |
| McDonald's McDonald's | Quick service | Burgers · American | 2533 Aurora Rd | open |
| Mr. Chicken Mr. Chicken | Quick service | Chicken / wings · American | 9010 Darrow Rd | open |
| Obvious Coffee Roasters | Coffee shop · Café | Coffee | Kinsman Road | open |
| Original Candyland | Dessert | Dessert | 2235 E Enterprise Pkwy | open |
| Outpost | Restaurant (service type not stated) | 8900 Darrow Rd | open | |
| Panera Bread Panera Bread | Bakery · Café | Bakery · Sandwiches · Coffee | 8928 Darrow Rd | open |
| Panini's Bar & Grill Panini's Bar & Grill | Casual dining · Restaurant (service type not stated) · Bar | American | 8870 Darrow Rd | open |
| Pepsi Cola Company | Restaurant (service type not stated) · Other | 2351 Edison Blvd | open | |
| Pepsi Distribution Center | Restaurant (service type not stated) | 1999 Enterprise Pkwy | open | |
| Pepsi-Cola Company | Restaurant (service type not stated) · Other | 1999 Enterprise Pkwy | open | |
| Pizza Hut Pizza Hut | Quick service · Restaurant (service type not stated) | Pizza | 8875 Darrow Rd | open |
| ProBake Inc. | Bakery · Café | Bakery · Coffee | 2057 E Aurora Rd | open |
| Rav's Creekside Tap & Grill | Bar | 9224 Darrow Rd | open | |
| Red's Place | Restaurant (service type not stated) | American | 8054 Darrow Rd Bldg A | open |
| Reddi's Pizza | Restaurant (service type not stated) · Fast casual | Pizza · Healthy / salads / bowls | 11660 Ravenna Rd | open |
| Romeo's Pizza Romeo's Pizza | Restaurant (service type not stated) | Pizza · Italian | 9637 Ravenna Rd | open |
| Rush Hour Grille | Bar · Restaurant (service type not stated) | 10735 Ravenna Rd Ste O2 | open | |
| Sassy's Bar and Grille | Casual dining · Bar | American | 10755 Ravenna Rd | open |
| Spice Thai Cuisine | Restaurant (service type not stated) | Thai | 8870 Darrow Rd | open |
| Starbucks Starbucks | Café · Coffee shop · Bakery | Coffee · Bakery | 2728 E Aurora Rd | open |
| Subway | Other | Sandwiches | 8027 Darrow Rd Ste B Unit 1 | open |
| Subway Subway | Quick service · Restaurant (service type not stated) | Sandwiches | 9224 Darrow Rd. | open |
| Sushi En Twinsburg | Restaurant (service type not stated) | Japanese · Sushi · Korean | 8900 Hadden Rd | open |
| Taco Bell Taco Bell | Quick service | Mexican · Southwestern / Tex-Mex | 8906 Darrow Road | open |
| Taco Tuesday | Restaurant (service type not stated) | Mexican | 9149 Ravenna Rd | open |
| Teresa's Pizza Teresa's Pizza Mantua | Restaurant (service type not stated) | Pizza · Italian | 9783 Ravenna Rd | open |
| The Atley | Bar · Casual dining | 9149 Ravenna Rd | open | |
| The Basement Sports Bar & Grill The Basement Sports Bar & Grill at the Falls | Bar · Casual dining | 9224 Darrow Rd | open | |
| The Chalk Bar | Casual dining · Bar | 10735 Ravenna Rd #305 | open | |
| The Original Steaks and Hoagies The Original Steaks and Hoagies - Medina | Restaurant (service type not stated) | Steakhouse · Sandwiches · American | 10735 Ravenna Rd | open |
| Tulum Mexican Restaurants | Restaurant (service type not stated) | Mexican · Southwestern / Tex-Mex | 8910 Hadden Rd | open |
| Twins Burgers | Restaurant (service type not stated) · Bar | Burgers · British / Irish pub food · Chicken / wings | 8870 Darrow Rd | open |
| Wendy's | Quick service | 2363 E Aurora Rd | open | |
| Wendys Of Macedonia | Restaurant (service type not stated) | 2305 E Aurora Rd Ste A-6 | open | |
| Wf Diner Inc | Restaurant (service type not stated) | 9810 Ravenna Rd | open | |
| Which Wich Superior Sandwiches | Restaurant (service type not stated) | Sandwiches | 10084 Ravenna Rd | open |
| White House Chicken | Restaurant (service type not stated) | American | 10735 Ravenna Rd Ste 10 | open |
| Xjs Pizza Inc | Restaurant (service type not stated) | 9637 Ravenna Rd | open | |
| Zaiqa Indian Food & Grocery | Restaurant (service type not stated) | Indian | 7995 Darrow Rd #10 | open |
| Mandarin Seafood Buffet | Restaurant (service type not stated) | Seafood | 2695 Creekside Dr | closed |
| Rush Hour Bar & Grill | Casual dining · Bar | 8870 Darrow Rd Ste F104 | closed |
Restaurant establishments over time
| Year | All food service | Restaurants | Full-service | Limited-service | Snack & beverage | Bars | Industry codes |
|---|---|---|---|---|---|---|---|
| 1994 | 24 | 23 | — | — | — | 1 | SIC1987 |
| 1995 | 23 | 22 | — | — | — | 1 | SIC1987 |
| 1996 | 25 | 23 | — | — | — | 2 | SIC1987 |
| 1997 | 32 | 30 | — | — | — | 2 | SIC1987 |
| 1998 | 35 | 31 | 18 | 11 | 2 | 2 | NAICS1997 |
| 1999 | 42 | 37 | 19 | 14 | 4 | 2 | NAICS1997 |
| 2000 | 46 | 41 | 21 | 16 | 4 | 2 | NAICS1997 |
| 2001 | 50 | 43 | 23 | 17 | 3 | 3 | NAICS1997 |
| 2002 | 47 | 43 | 18 | 23 | 2 | 2 | NAICS1997 |
| 2003 | 50 | 46 | 17 | 24 | 3 | 2 | NAICS2002 |
| 2004 | 46 | 42 | 14 | 22 | 3 | 1 | NAICS2002 |
| 2005 | 44 | 42 | 15 | 21 | 4 | — | NAICS2002 |
| 2006 | 52 | 50 | 16 | 27 | 5 | 1 | NAICS2002 |
| 2007 | 49 | 46 | 13 | 28 | 5 | — | NAICS2002 |
| 2008 | 50 | 48 | 16 | 27 | 5 | — | NAICS2007 |
| 2009 | 44 | 43 | 15 | 23 | 5 | — | NAICS2007 |
| 2010 | 46 | 43 | 17 | 23 | 3 | — | NAICS2007 |
| 2011 | 50 | 48 | 19 | 26 | 3 | — | NAICS2007 |
| 2012 | 50 | 47 | 17 | 26 | 4 | — | NAICS2012 |
| 2013 | 48 | 45 | 16 | 23 | 5 | — | NAICS2012 |
| 2014 | 54 | 50 | 18 | 26 | 5 | — | NAICS2012 |
| 2015 | 51 | 49 | 20 | 23 | 5 | — | NAICS2012 |
| 2016 | 51 | 49 | 20 | 23 | 5 | — | NAICS2012 |
| 2017 | 49 | 46 | 18 | 23 | 5 | — | NAICS2017 |
| 2018 | 46 | 43 | 16 | 22 | 5 | — | NAICS2017 |
| 2019 | 45 | 42 | 16 | 22 | 4 | — | NAICS2017 |
| 2020 | 46 | 42 | 14 | 23 | 5 | — | NAICS2017 |
| 2021 | 45 | 43 | 16 | 23 | 4 | — | NAICS2017 |
| 2022 | 51 | 47 | 18 | 24 | 5 | — | NAICS2022 |
| 2023 | 54 | 47 | 19 | 23 | 5 | — | NAICS2022 |