BMIE Market 29323

Spartanburg County, South Carolina · ZCTA boundaries as of 2020

Profile

Population (current estimate)	15,573 2020–2024 ACS 5-year estimate ±1,208 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	5,885 2020–2024 ACS 5-year estimate ±396 · 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	14,446 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	6,129 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$63,263 2020–2024 ACS 5-year estimate ±6,604 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	38.6 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	$896 2020–2024 ACS 5-year estimate ±67 · 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	$197,700 2020–2024 ACS 5-year estimate ±22,416 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	71.0 sq mi Census Gazetteer 2020
Restaurants	17 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 29323
Restaurants per 10,000 residents	6.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+21.4% 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	+54.6% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+142.9% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	18 (range 16–20) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.5 per year, r² 0.76) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	65 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	61 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	65 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	74 / 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 29323. Projection: linear trend v1, fitted 2013–2023, +0.5 restaurants per year, r² 0.76, 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. South Carolina and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 318, 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: 65 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	60.5	61	40%	+24.2
Restaurant Opportunity Score	64.8	65	35%	+22.7
Market Momentum Score	74.4	74	25%	+18.6

Health index, advertising, whitespace, competition and risk components join in later versions.

Consumer Market Score: 61 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	15,573	77	40%	+30.9
Median household income (ACS)	63,263	36	40%	+14.3
Households (ACS)	5,885	77	20%	+15.3

Percentile-rank composite. No spending model yet: income and size stand in for spending capacity.

Restaurant Opportunity Score: 65 (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)	10.9	69	25%	+17.2
Population (ACS)	15,573	77	20%	+15.5
Median household income (ACS)	63,263	36	20%	+7.2

Whitespace, competition and demand signals are not yet available; this version uses growth, density, size and income only.

Market Momentum Score: 74 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	21.4	78	50%	+39.2
10-year restaurant growth	30.8	71	30%	+21.4
20-year restaurant growth	54.6	69	20%	+13.7

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 (42)

By cuisine

American 12 · Mexican 6 · Cajun, Creole, Southern 5 · Bakery 4 · Burgers 4 · Coffee 4 · Pizza 4 · BBQ 2 · Chicken / wings 2 · Japanese 2 · Sandwiches 2 · Southwestern / Tex-Mex 2 · Chinese 1 · Dessert 1 · German / Eastern European 1 · Greek 1 · Healthy / salads / bowls 1 · Ice cream / frozen desserts 1 · Juice / smoothies 1 · Steakhouse 1 · Sushi 1

By type

Restaurant (service type not stated) 30 · Quick service 6 · Casual dining 5 · Bakery 4 · Café 4 · Food truck 4 · Bar 2 · Brewery / taproom 1 · Catering 1 · Coffee shop 1 · Dessert 1 · Juice, smoothie, tea 1

Name	Type	Cuisine	Address	Status
Bantam Chef	Casual dining · Restaurant (service type not stated)	American	418 S Alabama Ave	open
Bread and Meat Catering	Food truck · Catering		1335 Highway 11 W	open
Carolina Cafe	Restaurant (service type not stated)	BBQ	204 S Florida Ave	open
Champs Chicken	Restaurant (service type not stated)	Chicken / wings	3697 Chesnee Hwy	open
Chesnee Shrine Club	Bar		198 Shriner Club Rd	open
Cooley Springs Cafe	Café · Restaurant (service type not stated) · Casual dining	Coffee · American	3711 SC-11	open
Eagles House Ice Cream	Dessert	Ice cream / frozen desserts · Dessert	112 W Cherokee St	open
El Chingón Mexican Restaurant El Chingon Mexican & Southern Restaurant	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	3610 SC-11	open
El Chingon Taco Express El Chingon Mexican & Southern Restaurant	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex	1099 S Alabama Ave	open
El Rancho Tienda Mexicana	Restaurant (service type not stated)	Mexican	109 W Cherokee St	open
Groove Juice	Juice, smoothie, tea · Restaurant (service type not stated)	Juice / smoothies	307 Tipton Rd	open
Happy Heifer Cafe	Café · Restaurant (service type not stated) · Casual dining	Coffee · American	1212 SC-11	open
Hardee's Hardee's	Quick service	Burgers · American	710 South Alabama Street	open
Hiroki Express - Japanese Food Chesnee Sc	Restaurant (service type not stated)	Japanese	204 S Florida Ave	open
Hiroki Express Japanese Restaurant	Restaurant (service type not stated)	Japanese · Sushi		open
Hunt Brothers Pizza	Restaurant (service type not stated)	Pizza · Chicken / wings	3697 Chesnee Highway	open
Hunt Brothers Pizza	Restaurant (service type not stated)	Pizza	107 Hampton St	open
Jcm Enterprises Of Mayo Sc Llc	Restaurant (service type not stated)		4660 Chesnee Hwy	open
Jeannie's Kitchen and Immaculate Confections	Bakery · Restaurant (service type not stated)	Bakery · Cajun, Creole, Southern	310 S Alabama Ave	open
John's Cafe - Chesnee	Café	Coffee · Cajun, Creole, Southern · American	204 S Florida Ave	open
Kitchen Express	Food truck	Cajun, Creole, Southern · American	1008 S Alabama Ave	open
L.A. Vibes	Restaurant (service type not stated)	American	1832 Little Africa Rd	open
Little Caesars Pizza Station Express Little Caesars	Quick service · Restaurant (service type not stated)	Pizza	107 Hampton St	open
Lowery Social Club-Sasser's	Casual dining · Bar		608 Rutherfordton Hwy	open
Mayo Drive In	Quick service	American · Burgers	4660 Chesnee Hwy	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	750 S Alabama Ave	open
Miguelitos Street Tacos	Restaurant (service type not stated)	Mexican	1099 S Alabama Ave	open
Nations Bakery	Bakery	Bakery	1099 S Alabama Ave	open
New Century Restaurant	Restaurant (service type not stated)	Chinese · American	400 S Alabama Ave	open
Outside Influence Brewing	Brewery / taproom		213 S Alabama Ave	open
Philco's Concessions	Food truck		130 Cantrell St	open
Pizza House of Chesnee	Restaurant (service type not stated)	Greek · German / Eastern European	408 S Alabama Ave	open
Pizza Hut Pizza Hut	Quick service · Restaurant (service type not stated)	Pizza	740 S Alabama Ave Spartanburg	open
Soaring Eagle Energy	Restaurant (service type not stated)	Cajun, Creole, Southern · Healthy / salads / bowls · American	5581 Chesnee Hwy	open
Sophie’s Kitchen	Restaurant (service type not stated) · Food truck	Mexican	875 Henderson Rd	open
Southern Fusion BBQ Barn	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	543 Cliffside Hwy	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	730 S Alabama Ave	open
Tenango's Mexican Restaurant	Restaurant (service type not stated)	Mexican	402 S Alabama Ave	open
TGS Farms Cafe & Bakery	Bakery · Coffee shop · Café	Bakery · Coffee	124 W Cherokee St	open
The Dawg Shack Grill & Steaks	Restaurant (service type not stated)	Burgers · Steakhouse	3155 Peachtree Rd	open
Tony's Sandwich Company	Restaurant (service type not stated) · Casual dining · Bakery	Bakery · American · Sandwiches	107 W Cherokee St	open
Val's Southern Kitchen	Restaurant (service type not stated)		310 S Alabama Ave	open

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

Year	All food service	Restaurants	Full-service	Limited-service	Snack & beverage	Bars	Industry codes
1994	8	7	—	—	—	1	SIC1987
1995	7	7	—	—	—	—	SIC1987
1996	6	6	—	—	—	—	SIC1987
1997	9	9	—	—	—	—	SIC1987
1998	10	10	2	7	1	—	NAICS1997
1999	12	12	4	7	1	—	NAICS1997
2000	15	14	6	5	3	1	NAICS1997
2001	14	13	5	5	3	1	NAICS1997
2002	12	11	6	5	—	1	NAICS1997
2003	11	11	5	6	—	—	NAICS2002
2004	14	13	7	6	—	1	NAICS2002
2005	12	12	6	6	—	—	NAICS2002
2006	10	10	4	6	—	—	NAICS2002
2007	12	12	6	6	—	—	NAICS2002
2008	11	11	4	7	—	—	NAICS2007
2009	10	10	4	6	—	—	NAICS2007
2010	9	9	4	5	—	—	NAICS2007
2011	11	11	4	6	—	—	NAICS2007
2012	17	17	8	9	—	—	NAICS2012
2013	13	13	7	6	—	—	NAICS2012
2014	10	10	5	5	—	—	NAICS2012
2015	11	11	5	6	—	—	NAICS2012
2016	12	12	6	6	—	—	NAICS2012
2017	13	13	8	5	—	—	NAICS2017
2018	14	14	8	6	—	—	NAICS2017
2019	14	14	8	6	—	—	NAICS2017
2020	14	14	8	6	—	—	NAICS2017
2021	15	15	8	7	—	—	NAICS2017
2022	16	15	8	7	—	—	NAICS2022
2023	18	17	9	7	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 29323. 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)

ZCTA	Distance	Restaurants	Year
29368	3.9 mi	1	2016

Distance is centroid to centroid (Census Gazetteer). Restaurants: latest ZBP year on file for that ZIP.