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BMIE Market 41101

Boyd County, Kentucky · ZCTA boundaries as of 2020

Profile

Population (current estimate)19,189
2020–2024 ACS 5-year estimate ±1,082 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households8,188
2020–2024 ACS 5-year estimate ±421 · 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 count18,758
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units9,052
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$53,889
2020–2024 ACS 5-year estimate ±7,387 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age38.9
2020–2024 ACS 5-year estimate ±2 · 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$920
2020–2024 ACS 5-year estimate ±54 · 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$121,600
2020–2024 ACS 5-year estimate ±7,981 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area10.3 sq mi
Census Gazetteer 2020
Restaurants85
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 41101
Restaurants per 10,000 residents35.7
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+7.6%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+14.9%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+34.9%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+46.6%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202887 (range 83–91)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.9 per year, r² 0.75) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score53 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score57 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score44 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score61 / 100
MODELED · market_momentum_score v1 · confidence High · why?

Map

Boundary: U.S. Census Bureau cartographic file, 1:500k, 2020 vintage. Basemap © OpenStreetMap contributors.

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: 53 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score56.75740%+22.7
Restaurant Opportunity Score43.54435%+15.2
Market Momentum Score61.06125%+15.3
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 57 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)19,1898140%+32.3
Median household income (ACS)53,8892040%+8.0
Households (ACS)8,1888220%+16.4
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 44 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth14.95935%+20.5
Restaurants per 10,000 residents (lower = more room)44.31225%+2.9
Population (ACS)19,1898120%+16.2
Median household income (ACS)53,8892020%+4.0
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 61 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth7.66550%+32.3
10-year restaurant growth14.95930%+17.6
20-year restaurant growth34.95620%+11.2
Restaurant-count growth only until population and income growth series exist.

A high score is a statistical position among all U.S. ZCTAs, not a prediction that a restaurant will succeed.

Restaurants on file (143)

By cuisine

American 28 · Coffee 15 · Sandwiches 14 · Burgers 13 · Italian 13 · Pizza 13 · Bakery 12 · Mexican 10 · Dessert 9 · Ice cream / frozen desserts 8 · Asian 7 · Latin American (other) 5 · Steakhouse 5 · Chicken / wings 4 · Chinese 4 · Breakfast 3 · Hot dogs 3 · Japanese 3 · Seafood 3 · Healthy / salads / bowls 2 · Juice / smoothies 2 · Southwestern / Tex-Mex 2 · BBQ 1 · British / Irish pub food 1 · Cajun, Creole, Southern 1 · Hawaiian / Pacific 1 · Indian 1 · Sushi 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 80 · Quick service 40 · Dessert 15 · Bakery 14 · Bar 11 · Café 11 · Casual dining 11 · Coffee shop 10 · Food truck 5 · Specialty food shop 5 · Other 5 · Buffet 3 · Juice, smoothie, tea 3 · Brewery / taproom 1 · Delivery-focused 1 · Fast casual 1

NameTypeCuisineAddressStatus
1733 AshlandCoffee shop · CaféCoffee1733 Winchester Aveopen
Alfa PiattoRestaurant (service type not stated)Italian1624 Carter Aveopen
Applebee's Applebee's Grill & BarCasual dining · Restaurant (service type not stated) · BarAmerican505 Armco Roadopen
Arby'sQuick service · Restaurant (service type not stated)Sandwiches1045 Winchester Aveopen
Arby'sQuick service · Restaurant (service type not stated)Sandwiches20 Russell Plaza Dropen
Auntie Anne'sOther · Dessert · Quick serviceDessert500 Winchester Avenue, spc 166open
B & T DeliSpecialty food shop · Quick serviceSandwiches954 29th Stopen
Baskin-robbinsDessertIce cream / frozen desserts713 Martin Luther King Jr Blvdopen
Baskin-Robbins Baskin-RobbinsDessertIce cream / frozen desserts · Dessert3500 Winchester Aveopen
Bella Fonte Italian RestaurantRestaurant (service type not stated) · Casual diningItalian · American1320 Carter Aveopen
Bellacino's Pizza & GrindersRestaurant (service type not stated) · Fast casualPizza · Healthy / salads / bowls380 Diederich Blvdopen
Big Blue Pizza, LlcRestaurant (service type not stated)850 Central Aveopen
Blazers Restaurant And Bakery LlcRestaurant (service type not stated)1624 Carter Aveopen
Bob Evans Bob EvansRestaurant (service type not stated)American · Breakfast1224 Carter Aveopen
Bombshells & Ales AshlandRestaurant (service type not stated)739 Carter Aveopen
BurgelandRestaurant (service type not stated)Italianopen
Burger King Burger KingQuick serviceBurgers · American1240 Winchester Avenueopen
Cade’s GrillHouse & TavernBar1624 Carter Aveopen
Calvo's PizzaFood truck · Restaurant (service type not stated)Pizzaopen
Captain D's Captain D'sQuick service · Restaurant (service type not stated)Seafood3033 Winchester Avenueopen
Champs Chicken Champs ChickenRestaurant (service type not stated) · Quick serviceChicken / wings · American1920 29th Stopen
Cheddar's Scratch Kitchen Cheddar's Scratch KitchenRestaurant (service type not stated)American530 Winchester Aveopen
Chick-fil-A Chick-fil-AQuick serviceChicken / wings · American410 River Hill Dropen
Chimney Corner CafeCaféCoffee1624 Carter Aveopen
China Gourmet RestaurantRestaurant (service type not stated)Asian801 Hoods Creek Pikeopen
China Max China MaxRestaurant (service type not stated)Chinese · Asian500 Winchester Ave Spc 136open
CocoBlissCoffee shop · Dessert · CaféCoffee · DessertAshland Town Center, 500 Winchester Aveopen
Cold Stone Creamery Tim Hortons Cafe and Bake ShopCoffee shop · Quick service · Dessert · BakeryIce cream / frozen desserts · Coffee · Dessert2524 Winchester Aveopen
Domino's Pizza Domino's PizzaQuick service · Delivery-focusedPizza1243 Carter Aveopen
Donatos Pizza Donatos PizzaRestaurant (service type not stated)Pizza · Italian713 Martin Luther King Blvdopen
Dorky's BBQRestaurant (service type not stated)BBQ · Cajun, Creole, Southern · American101 Jane Hill Rdopen
El Carbonero Tienda MexicanaRestaurant (service type not stated)Mexican · Latin American (other)US-23 BUSopen
El ColonialRestaurant (service type not stated)Mexican · Latin American (other)366 Diederich Blvdopen
Ev's Escapes at Discover The Magic VacationsRestaurant (service type not stated)Mexican · Latin American (other)open
Fat Patty's Fat PattysBarBurgers · American1442 Winchester Aveopen
Fazoli's Fazoli'sQuick service · Restaurant (service type not stated)Italian499 Winchester Aveopen
Firehouse SubsOtherSandwiches254 Russell Rdopen
Flowers Baking Co Flowers' discount Bakery StoreBakeryBakery3300 Winchester Aveopen
FrigidRestaurant (service type not stated) · Casual diningAmerican2826 Holt St 1st Flooropen
Fuji Sushi & HibachiRestaurant (service type not stated)Japanese · Sushi · Asian915 13th Stopen
Gatti's PizzaRestaurant (service type not stated)Pizza711 Martin Luther King Jr Blvdopen
Gattitown Mr Gatti's PizzaBuffetPizza711 12th Stopen
Giovanni's Giovanni's FairbornRestaurant (service type not stated)Pizza · Italian2819 Blackburn Aveopen
Giovanni's Downtown AshlandRestaurant (service type not stated) · Casual diningPizza · Italian · American724 Greenup Aveopen
Gold Star ChiliQuick service · Restaurant (service type not stated)24 Russell Plaza Dropen
Golden Corral Golden Corral Buffet & GrillBuffet · Restaurant (service type not stated)AmericanRussell Plaza Dropen
Great American Cookies Great American CookiesBakery · DessertBakery · Dessert500 Winchester Aveopen
Hibachi Express & Poke BowlRestaurant (service type not stated)Japanese · Healthy / salads / bowls · Hawaiian / Pacific · Asian207 15th Stopen
IHOP IHOPCasual diningBreakfast · American331 Diederich Blvdopen
Jerk Riley's Irish Pub & BilliardsBarBritish / Irish pub food1612 Greenup Aveopen
Jim's Hot Dogs and SpaghettiRestaurant (service type not stated)Hot dogs · American1536 Winchester Aveopen
Jimmy John's Jimmy John'sQuick service · Specialty food shopSandwiches205 Town Center Dropen
Jolly Pirate DonutsBakery · DessertDessert · Bakery2000 Winchester Aveopen
Kel's TavernCasual dining · Bar1537b Winchester Aveopen
Kentucky Hall Of Fame CafeBar · Restaurant (service type not stated)500 Winchester Aveopen
KFC KFCQuick service · Restaurant (service type not stated)Chicken / wings2830 Winchester Avenueopen
Kings DinerCasual diningAmerican · Indian2002 Greenup Aveopen
Kinly donutsBakery · DessertDessert · Bakery2346 Winchester Aveopen
La Toscana KyRestaurant (service type not stated)Italian1624 Carter Aveopen
Left Bank CafeCoffee shopCoffee1537 Winchester Aveopen
Little Caesars Pizza Little CaesarsQuick service · Restaurant (service type not stated)Pizza2112 13th Stopen
Long John Silver's Long John Silver'sQuick serviceSeafood · American2724 Winchester Aveopen
Long John Silver'sQuick serviceopen
LongHorn Steakhouse LongHorn SteakhouseCasual dining · BarSteakhouse · American399 Armco Rdopen
Louisa Foods, IncRestaurant (service type not stated)1905 13th Stopen
M&J Cafe and Food TruckFood truck1212 Bath Aveopen
Marshall Hall Of Fame Cafe, Llc.Restaurant (service type not stated)180 Russell Rdopen
McDonald's McDonald'sQuick service · Restaurant (service type not stated)Burgers6015 Us Rte 60open
McDonald's McDonald'sQuick serviceBurgers · American150 Russell Roadopen
McDonald's McDonald'sQuick service · Restaurant (service type not stated)Burgers351 RIVER HILL ROAD (Walmart)open
McDonald's McDonald'sQuick service · Restaurant (service type not stated)Burgers2550 Winchester Avenueopen
Mi Casita Kitchen & BakeryBakery · Casual diningBakery · Breakfast · American230 16th Stopen
Moe's Southwest Grill Moe's Southwest GrillRestaurant (service type not stated)Southwestern / Tex-Mex · Mexican115 6th St.open
Mpv Management IncRestaurant (service type not stated)205 Town Center Dropen
My Dad's Pizzaria 3Restaurant (service type not stated)Pizza · Italian942 Blackburn Aveopen
New Shun Tak IncRestaurant (service type not stated)200 Mall Rdopen
O'charley's Restaurant & BarRestaurant (service type not stated)American461 River Hill Dropen
Olive Garden Olive GardenRestaurant (service type not stated)Italian500 Winchester Ave Ste 620open
Orange Leaf Frozen YogurtOther · DessertIce cream / frozen desserts500 Winchester Aveopen
Ortega’s Mexican FoodRestaurant (service type not stated) · Specialty food shop · BakeryBakery2701 Carter Aveopen
Outback Steakhouse Outback SteakhouseRestaurant (service type not stated)Steakhouse · American441 Riverhill Drive Melody Mountainopen
Panera Bread Panera BreadBakery · CaféBakery · Sandwiches · Coffee500 Winchester Aveopen
Park Place GrillRestaurant (service type not stated) · Bar1701 Central Aveopen
Penn Station East Coast Subs Penn Station East Coast SubsRestaurant (service type not stated) · Quick service · OtherSandwiches119 6th Stopen
Pizza Hut Pizza HutQuick service · Restaurant (service type not stated)Pizza933 Blackburn Aveopen
Pour House Coffee KDMCCoffee shopCoffee2201 Lexington Aveopen
PretzelMaker Ashland Town Center MallQuick service500 Winchester Aveopen
Priceless Foods, Piggly Wiggly, Mussetters in Ashland KyRestaurant (service type not stated)Chinese2935 Carter Aveopen
Rally's Checkers and Rally'sQuick service · Restaurant (service type not stated)Burgers405 Russell Rdopen
Rapid Fired Pizza Rapid Fired PizzaRestaurant (service type not stated)Pizza · Italian850 Central Aveopen
Red's PlaceBar2415 Winchester Aveopen
Ruby TuesdayRestaurant (service type not stated)Burgers399 Armco Rdopen
Sal’s Italian Eatery And SpeakeasyRestaurant (service type not stated)Italian1624 Carter Aveopen
Sam's Hot Dogs Stand Sam's Hot Dogs StandFood truck · Quick serviceHot dogs954 29th Stopen
Sam's Hotdogs Stand Ashland Sam's Hot Dog Stand, WinchesterFood truckHot dogs · Sandwiches3510 Winchester Aveopen
Sawstone River RoomBrewery / taproom · Bar224 15th Stopen
Sbarro SbarroRestaurant (service type not stated)Italian · Pizza500 Winchester Aveopen
Scoopy ScoopsDessertIce cream / frozen desserts1417 Diederich Blvdopen
Shalei's HarborFood truck · Restaurant (service type not stated)Seafood230 16th Stopen
Shogun steakhouseRestaurant (service type not stated)Steakhouse · Japanese · Asian418 River Hill Dropen
Slim Chickens Slim ChickensRestaurant (service type not stated)Chicken / wings · Sandwiches · American7TH Stratton Dropen
Sonic Drive-InQuick service · Restaurant (service type not stated)1213 Winchester Aveopen
Sonora Mexican GrillRestaurant (service type not stated)Burgers1201 Greenup Aveopen
Sopapillas RestaurantRestaurant (service type not stated)Mexican1201 Greenup Aveopen
Starbucks StarbucksCoffee shop · Restaurant (service type not stated) · CaféCoffee1201 Winchester Aveopen
Steak 'n Shake Steak 'n ShakeCasual diningAmerican · Burgers425 Armco Rdopen
SubwayOtherSandwiches101 Jane Hill Rdopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches2800 Winchester Aveopen
Super China BuffetBuffetChinese · Asian200 Mall Roadopen
SuperHero CreameryDessertIce cream / frozen desserts500 Winchester Ave STE 406Aopen
Suplex TacosRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex2441 Carter Aveopen
Sweet Caroline's CafeCafé · Juice, smoothie, tea · BakeryCoffee · Juice / smoothies · Bakery2201 Lexington Aveopen
Sweet Peace BakeryBakery · Restaurant (service type not stated) · DessertBakery339 15th Stopen
T.j. Wolf, Inc. & AffiliatesRestaurant (service type not stated)180 Russell Rdopen
Taco Bell Taco BellQuick serviceMexican410 Russell Rdopen
Taco Bell Taco BellQuick service461 River Hill Driveopen
Taco Bell Taco BellQuick serviceMexican2850 Winchester Aveopen
Taqueria Las LalisRestaurant (service type not stated)Mexican · Latin American (other)24 Russell Plaza Dropen
TCBYDessertIce cream / frozen desserts3500 Winchester Aveopen
Tenderfix By Noah SchnappQuick service331 Diederich Blvdopen
Texas Roadhouse Texas RoadhouseRestaurant (service type not stated)American · Steakhouse501 Winchester Aveopen
The Ashland Ky Walmart/McdonaldsQuick serviceopen
The Human Bean The Human BeanCoffee shop · Restaurant (service type not stated) · CaféCoffee1305 Fairfax Dropen
The Jockey ClubRestaurant (service type not stated)311 17th Stopen
The Mill AKYRestaurant (service type not stated) · Café · BakeryCoffee · Bakery1624 Carter Aveopen
The WinchesterRestaurant (service type not stated)Steakhouse1441 Winchester Aveopen
Tim Hortons Tim Hortons Cafe and Bake ShopCoffee shop · Quick service · Dessert · BakeryCoffee · Dessert2206 13th Stopen
Tom's marketSpecialty food shop · Quick serviceSandwiches335 49th Stopen
Traveler's BrewCafé · Juice, smoothie, tea · Coffee shopCoffee · Tea / bubble tea500 Winchester Aveopen
Tres Hermanos Nunez Tres Hermanos Nunez - GraysonRestaurant (service type not stated)Mexican · Latin American (other)807 Carter Aveopen
Tri State Food Systems IncRestaurant (service type not stated)1905 13th Stopen
Tropical Smoothie Cafe Tropical Smoothie CafeJuice, smoothie, tea · CaféJuice / smoothies · Sandwiches · Coffee711 Martin Luther King Blvdopen
Tudor's Biscuit World Tudor's Biscuit WorldBakeryBakery · American2778 Winchester Aveopen
Venture, LlcRestaurant (service type not stated)119 6th Stopen
Walmart DeliSpecialty food shop · Bakery · Quick serviceSandwiches · Bakery351 River Hill Dropen
Wendy's Wendy'sQuick serviceBurgers · American711 Martin Luther King Jr Blvdopen
Wendy's Wendy'sQuick serviceBurgers · American300 Russell Rdopen
Wendy'sQuick service2778 Winchester Aveopen
Wendy's Wendy'sQuick serviceBurgers · American617 23rd Stopen
Whit's Frozen CustardDessert · Coffee shop · Restaurant (service type not stated) · CaféIce cream / frozen desserts · Coffee · Dessert1525 Winchester Aveopen
Wings Etc. Wings Etc.Bar · Casual dining35 Russell Plaza Dropen
Yummy WokRestaurant (service type not stated)Chinese · Asian392 Diederich Blvdopen
Ashland NutritionJuice, smoothie, teaJuice / smoothies1517 Winchester Ave Ste Bclosed
Listings: Overture Maps Places (CDLA-Permissive-2.0), matched into the BMIE restaurant master. Census establishment counts and listing counts differ by definition (Census counts employer establishments in the reference week; listings are places currently mapped).

Restaurant establishments over time

YearAll food serviceRestaurantsFull-serviceLimited-serviceSnack & beverageBarsIndustry codes
19945958———1SIC1987
19955150———1SIC1987
19965654———2SIC1987
19976969————SIC1987
1998747123417—NAICS1997
1999686523375—NAICS1997
2000676423365—NAICS1997
2001585420295—NAICS1997
2002666019383—NAICS1997
2003696321374—NAICS2002
2004736825402—NAICS2002
20057366253822NAICS2002
20067268243922NAICS2002
2007706824374—NAICS2002
2008736821423—NAICS2007
2009686319393—NAICS2007
2010766720423—NAICS2007
2011787021443—NAICS2007
2012807320447—NAICS2012
2013877421447—NAICS2012
2014797320457—NAICS2012
2015787321456—NAICS2012
2016867824458—NAICS2012
2017827724457—NAICS2017
2018847927456—NAICS2017
2019868130437—NAICS2017
2020837928446—NAICS2017
2021837928447—NAICS2017
2022837928437—NAICS2022
2023888526489—NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 41101. Categories are BMIE roll-ups of the published SIC/NAICS codes (full vs limited service is not split under SIC). More years load in stages.

Nearby markets (within 5 miles)

None within 5 miles.