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BMIE Market 40361

Bourbon County, Kentucky · ZCTA boundaries as of 2020

Profile

Population (current estimate)18,361
2020–2024 ACS 5-year estimate ±348 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households7,254
2020–2024 ACS 5-year estimate ±268 · 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 count18,220
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units8,092
2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income$63,333
2020–2024 ACS 5-year estimate ±7,891 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age40.4
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$850
2020–2024 ACS 5-year estimate ±52 · 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$233,000
2020–2024 ACS 5-year estimate ±18,048 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area257.1 sq mi
Census Gazetteer 2020
Restaurants23
2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 40361
Restaurants per 10,000 residents14.3
DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year+9.5%
DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year+4.6%
DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year+15.0%
DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file+9.5%
DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 202822 (range 16–27)
FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.2 per year, r² 0.09) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years aheadNeeds more ACS years on file
BMIE Market Score59 / 100
MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score62 / 100
MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score56 / 100
MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score57 / 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: 59 (High confidence)

ComponentValueRankWeightAdds
Consumer Market Score62.36240%+24.9
Restaurant Opportunity Score56.05635%+19.6
Market Momentum Score56.95725%+14.2
Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 62 (High confidence)

ComponentValueRankWeightAdds
Population (ACS)18,3618040%+32.0
Median household income (ACS)63,3333640%+14.4
Households (ACS)7,2548020%+16.0
Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 56 (High confidence)

ComponentValueRankWeightAdds
10-year restaurant growth4.64935%+17.3
Restaurants per 10,000 residents (lower = more room)12.56225%+15.6
Population (ACS)18,3618020%+16.0
Median household income (ACS)63,3333620%+7.2
Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 57 (High confidence)

ComponentValueRankWeightAdds
5-year restaurant growth9.56750%+33.5
10-year restaurant growth4.64930%+14.8
20-year restaurant growth154220%+8.5
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 (79)

By cuisine

American 17 · Pizza 11 · Mexican 10 · Coffee 8 · Sandwiches 6 · BBQ 5 · Burgers 5 · Bakery 4 · Latin American (other) 4 · Chicken / wings 3 · Southwestern / Tex-Mex 3 · Asian 2 · Dessert 2 · Ice cream / frozen desserts 2 · Italian 2 · Juice / smoothies 2 · Seafood 2 · Cajun, Creole, Southern 1 · Chinese 1 · Hot dogs 1 · Indian 1 · Steakhouse 1 · Tea / bubble tea 1

By type

Restaurant (service type not stated) 48 · Quick service 17 · Bar 12 · Casual dining 12 · Café 7 · Dessert 5 · Bakery 4 · Coffee shop 4 · Juice, smoothie, tea 3 · Food truck 2 · Specialty food shop 2 · Brewery / taproom 1 · Delivery-focused 1 · Winery / distillery / taproom 1

NameTypeCuisineAddressStatus
Alberto'sRestaurant (service type not stated)Italian · Pizza602 Main Stopen
Arby'sRestaurant (service type not stated) · Quick serviceSandwiches116 Matlack Stopen
Big Daddy'sBaropen
Bourbon Barrel Bar & GrillCasual dining · BarAmerican · BBQ4247 Lexington Rdopen
Bourbon Smokehouse & SeafoodRestaurant (service type not stated)BBQ · Seafood509 Main Stopen
Burnaco'sRestaurant (service type not stated)Southwestern / Tex-Mex · Mexican202 Commerce Dropen
CaffemarcoCoffee shopCoffee729 Main Stopen
Canonero's Cigar and Bourbon BarBar713 Main Stopen
Champs ChickenRestaurant (service type not stated)Chicken / wings101 Corporate Wayopen
Churn & BrewsCafé · Dessert · Coffee shopCoffee · Ice cream / frozen desserts202 Commerce Dropen
Cilantro | MexicanRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex400 Millersburg Rdopen
Clay's Downtown RestaurantRestaurant (service type not stated)Steakhouse730 Main Stopen
Cooley’s on MainBarAmerican707 Main Stopen
Country CornerSpecialty food shop · Quick serviceSandwiches6830 Briar Hill Rdopen
Creekview RestaurantCasual dining · BarAmerican8 E Main Stopen
Dairy Queen Grill & Chill Dairy QueenQuick service · DessertBurgers · Ice cream / frozen desserts205 Locust Dropen
Domino's Pizza Domino's PizzaQuick service · Delivery-focusedPizza1740 Main Stopen
El patio mexican restaurantRestaurant (service type not stated) · Casual diningMexican · American503 Main Stopen
Frank's DonutsBakery · DessertDessert · Bakery1900 Main Stopen
Frosted BlessingsBakeryBakeryParis-Bourbon County Farmers Market, 720 High Stopen
Giovanni's PizzaRestaurant (service type not stated)Pizza · Italian4133 Lexington Rdopen
Great Wall Chinese RestaurantRestaurant (service type not stated)2218 Martin Luther King Jr Blvd # Bopen
Great Wall | Chinese RestaurantRestaurant (service type not stated)Chinese · Asian2218 Paris Bypass Rdopen
Guadalajara Bar & GrillCasual dining · Restaurant (service type not stated) · BarMexican2214 M.L.K. Jr Blvdopen
Hangar 54 Pizza Champs ChickenRestaurant (service type not stated) · Quick servicePizza · Chicken / wings · American101 Corporate Wayopen
Happy People Coffee CompanyCoffee shop · Restaurant (service type not stated) · CaféCoffee706 Main Stopen
Hardee's Hardee'sQuick serviceBurgers · American1411 Main Stopen
Hartfield and Company DistilleryWinery / distillery / taproom320 Pleasant Stopen
Hinton & Thomas Grease & GrillCasual dining · Restaurant (service type not stated) · BarBBQ1120 Millersburg Rdopen
Hopewell Bake ExchangeBakeryBakery719 Main Stopen
Hot Stuff PizzaRestaurant (service type not stated)Pizza338 E Main Stopen
Huddle HouseJuice, smoothie, tea · Restaurant (service type not stated) · Casual diningJuice / smoothies · American2125 Rocky Dropen
Hunt Brothers PizzaRestaurant (service type not stated)Pizza160 MOUNT STERLING Rdopen
Hunt Brothers PizzaRestaurant (service type not stated)Pizza110 Cleveland Dropen
Hunt Brothers PizzaRestaurant (service type not stated)Pizza1602 S Main Stopen
Indian CreekRestaurant (service type not stated)Indian893 Redmon Rdopen
Jerry's RestaurantCasual diningAmerican4129 Lexington Rdopen
Kendall's Up In Smoke BBQRestaurant (service type not stated)BBQ · American2001 Alverson Dropen
KFC KFCQuick service · Restaurant (service type not stated)Chicken / wings304 Letton Driveopen
La EsperanzaRestaurant (service type not stated)Mexican · Latin American (other)611 Main Stopen
La JarochaRestaurant (service type not stated) · Casual diningLatin American (other) · American701 Main Stopen
Lil's Coffee HouseCafé · Coffee shopCoffee · American627 Main Stopen
Little Caesars PizzaRestaurant (service type not stated)Pizza1842 Main Stopen
Loco IceDessert1978 Main Stopen
Long John Silver's Long John Silver'sQuick service · Restaurant (service type not stated)Seafood320 Letton Dropen
Los Hermanos RestauranteRestaurant (service type not stated)Mexican · Latin American (other)602 Main Stopen
M & K Entertainment, LlcRestaurant (service type not stated)4247 Lexington Rdopen
Maiden City Brewing CompanyBrewery / taproom · Bar202 Commerce Dropen
McDonald's McDonald'sQuick serviceBurgers · American101 Reinhold Stopen
MI CasitaRestaurant (service type not stated)1828 Main St # 1109open
Nanny Pearl's Clintonville StoreSpecialty food shop · Quick service · CaféSandwiches · Coffee · Burgers6830 Briar Hill Rdopen
Over the BridgeRestaurant (service type not stated)2600 Millersburg Rdopen
Papa Johns Papa John's PizzaQuick service · Restaurant (service type not stated)Pizza4247 lexington rdopen
Paradise CafeCafé · Restaurant (service type not stated)Coffee · Asian731 Main Stopen
Perico's Mexican RestaurantRestaurant (service type not stated) · Casual diningMexican · American4221 Lexington Rdopen
Pleasanton GoodsJuice, smoothie, teaTea / bubble tea902 Main Stopen
RICO FRESH Mexican GRILLRestaurant (service type not stated)Mexican · Southwestern / Tex-Mex2125 Rocky Dropen
Riviera Maya Bar & Grill | MexicanCasual dining · BarMexican · Latin American (other)209 Letton Dropen
Rooster BrewingRestaurant (service type not stated)609 Main Stopen
Rose & Thorne PubCasual dining · Bar609 Main Stopen
Ruby TuesdayRestaurant (service type not stated)805 Main Stopen
SnoCo IceDessert · Juice, smoothie, tea · CaféDessert · Juice / smoothies · Coffee280 Clintonville Rdopen
Sonic Drive-InQuick service · Restaurant (service type not stated)100 Reinhold Stopen
Stoner Creek Dining & GolfRestaurant (service type not stated)38 E Main Stopen
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches2204 Martin Luther King Jr Blvopen
Subway SubwayQuick serviceSandwiches305 Letton Drive, Wal-Mart #493open
Subway SubwayQuick service · Restaurant (service type not stated)Sandwiches305 Letton Dropen
Tacos El Niño BrownQuick service · Food truckMexican1602 S Main Stopen
The Bar At All About KentuckyBar509 Main Stopen
The Dog HouseFood truckHot dogs123 E 4th Stopen
The PieRestaurant (service type not stated)Pizza713 Main St, 713 Main Stopen
The Rock CafeCafé · Restaurant (service type not stated)Coffee · American3960 Lexington Rdopen
Trackside Restaurant and Bourbon BarRestaurant (service type not stated) · Casual diningAmerican134 E 10th Stopen
Up In Smoke BBQRestaurant (service type not stated)BBQ · Cajun, Creole, Southern · American312 Russell Cave Rdopen
Varden's BistroRestaurant (service type not stated)American509 Main Stopen
Vidal's on Main Sports Bar & GrillBar · Restaurant (service type not stated)706 Main Stopen
Walmart BakeryBakeryBakery305 Letton Dropen
Wendy's Wendy'sQuick service · Restaurant (service type not stated)Burgers2100 Rocky Driveopen
Thyme Cafe And Catering, LlcRestaurant (service type not stated)509 Main Stclosed
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
19942121————SIC1987
19951818————SIC1987
19961919————SIC1987
19972424————SIC1987
199823231111——NAICS1997
199923221011——NAICS1997
200022211010——NAICS1997
20011918611——NAICS1997
20021918711—1NAICS1997
20032120713—1NAICS2002
20041919811——NAICS2002
20052020713——NAICS2002
20062020614——NAICS2002
200724239131—NAICS2002
200824247152—NAICS2007
200923236161—NAICS2007
201026267162—NAICS2007
2011272671531NAICS2007
201222221011——NAICS2012
20132222714——NAICS2012
201425251213——NAICS2012
201528281216——NAICS2012
201627271314——NAICS2012
20172221813——NAICS2017
20182121714——NAICS2017
20192121714——NAICS2017
20202020713——NAICS2017
20212322714——NAICS2017
20222625916——NAICS2022
20232323914——NAICS2022
U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 40361. 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.