BMIE Market 31820

Muscogee County, Georgia · ZCTA boundaries as of 2020

Profile

Population (current estimate)	14,005 2020–2024 ACS 5-year estimate ±1,348 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	4,990 2020–2024 ACS 5-year estimate ±376 · 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	8,473 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	3,043 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$114,468 2020–2024 ACS 5-year estimate ±16,665 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	41.1 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	$1,842 2020–2024 ACS 5-year estimate ±158 · 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	$364,400 2020–2024 ACS 5-year estimate ±14,018 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	41.3 sq mi Census Gazetteer 2020
Restaurants	13 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 31820
Restaurants per 10,000 residents	1.2 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	+18.2% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	+116.7% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	+550.0% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+1,200.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	17 (range 15–19) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, +0.7 per year, r² 0.90) · 80% range · confidence High · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	83 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	80 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	85 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	86 / 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 31820. Projection: linear trend v1, fitted 2013–2023, +0.7 restaurants per year, r² 0.90, 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. Georgia and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 574, 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: 83 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	80.4	80	40%	+32.2
Restaurant Opportunity Score	84.7	85	35%	+29.6
Market Momentum Score	86.1	86	25%	+21.5

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

Consumer Market Score: 80 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	14,005	76	40%	+30.2
Median household income (ACS)	114,468	88	40%	+35.4
Households (ACS)	4,990	74	20%	+14.8

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

Restaurant Opportunity Score: 85 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	116.7	95	35%	+33.1
Restaurants per 10,000 residents (lower = more room)	9.3	75	25%	+18.8
Population (ACS)	14,005	76	20%	+15.1
Median household income (ACS)	114,468	88	20%	+17.7

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

Market Momentum Score: 86 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	18.2	76	50%	+38.0
10-year restaurant growth	116.7	95	30%	+28.4
20-year restaurant growth	550	99	20%	+19.8

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 (25)

By cuisine

Coffee 4 · Pizza 4 · Asian 3 · Bakery 3 · Chicken / wings 3 · Mexican 3 · American 2 · Japanese 2 · Southwestern / Tex-Mex 2 · Burgers 1 · Dessert 1 · Greek 1 · Healthy / salads / bowls 1 · Italian 1 · Korean 1 · Latin American (other) 1 · Sandwiches 1 · Sushi 1

By type

Restaurant (service type not stated) 16 · Quick service 7 · Bakery 3 · Café 3 · Coffee shop 3 · Dessert 1 · Fast casual 1 · Other 1

Name	Type	Cuisine	Address	Status
Anthem Cafe 11309762	Café · Restaurant (service type not stated) · Quick service	Coffee	6087 Technology Pkwy	open
Chick-fil-A Chick-fil-A	Quick service	Chicken / wings · American	6501 Kitten Lake Dr	open
Chickchickporkpork Grill	Quick service	Asian · Korean	6516 Kitten Lake Drive E1	open
Chicken Salad Chick Chicken Salad Chick	Restaurant (service type not stated) · Fast casual	Healthy / salads / bowls · Chicken / wings	6517 Kitten Lake Drive Ste W-6	open
DaVino's Pizzeria	Restaurant (service type not stated)	Pizza	6516 Kitten Lake Dr	open
Guadalajara Mexican Restaurant	Restaurant (service type not stated)	Mexican · Southwestern / Tex-Mex · Latin American (other)	6517 Kitten Lake Dr	open
Hardee's	Quick service		7000 Ruffie Way	open
Hunt Brothers Pizza	Restaurant (service type not stated)	Pizza	8050 Beaver Run Rd	open
Kiku Asian Kitchen Express Midland Tin Drum Asian Kitchen	Restaurant (service type not stated)	Japanese · Asian	7000 Ruffie Wy	open
La Tacita	Bakery · Coffee shop · Café	Bakery · Coffee	6517 Kitten Lake Drive W-5	open
Lepoma's Pizzeria	Restaurant (service type not stated)	Pizza · Italian	6516 Kitten Lake Dr	open
LV Bar and Grill	Restaurant (service type not stated)	American	6516 Kitten Lake Dr	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	6600 Flat Rock Rd	open
Moe's Southwest Grill	Restaurant (service type not stated)	Mexican	6516 Kitten Lake Dr	open
My Favorite Muffin	Bakery	Bakery	6517 Kitten Lake Dr	open
Panera Bread	Coffee shop	Coffee	6875 Ray Wright Way Ste 102	open
Pineapple Annie's	Bakery · Dessert	Bakery · Dessert	203 Rocky Pines Dr	open
Slice Pizzeria	Restaurant (service type not stated)	Pizza	6516 Kitten Lake Drive	open
Starbucks Coffee Company Starbucks	Coffee shop · Restaurant (service type not stated) · Café	Coffee	7026 Ruffie Wy	open
Subway	Other	Sandwiches	6516 Kitten Lake Dr	open
Surcheros Fresh Mex	Restaurant (service type not stated)	Southwestern / Tex-Mex	6516 Kitten Lake Suite E6	open
Taco Bell Taco Bell	Quick service	Mexican	7150 Beaver Run Rd	open
The Simple Greek	Restaurant (service type not stated)	Greek	6516 Kitten Lake Dr	open
Yamazaki Sushi and Hibachi	Restaurant (service type not stated)	Japanese · Sushi · Asian	6516 Kitten Lake Drive	open
Zaxby's Zaxby's	Quick service · Restaurant (service type not stated)	Chicken / wings	7033 Ruffie Way	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	2	1	—	—	—	1	SIC1987
1995	2	1	—	—	—	1	SIC1987
1996	1	—	—	—	—	1	SIC1987
1997	2	1	—	—	—	1	SIC1987
1998	1	1	—	—	1	—	NAICS1997
1999	1	1	—	—	1	—	NAICS1997
2000	1	1	—	—	1	—	NAICS1997
2001	1	1	—	—	1	—	NAICS1997
2002	1	1	—	—	1	—	NAICS1997
2003	2	2	1	—	1	—	NAICS2002
2004	1	1	—	—	1	—	NAICS2002
2005	1	1	—	—	1	—	NAICS2002
2006	1	1	—	—	1	—	NAICS2002
2008	3	3	3	—	—	—	NAICS2007
2009	2	2	2	—	—	—	NAICS2007
2010	1	1	—	1	—	—	NAICS2007
2011	2	2	—	2	—	—	NAICS2007
2012	3	3	—	2	1	—	NAICS2012
2013	6	6	—	5	1	—	NAICS2012
2014	7	7	2	4	1	—	NAICS2012
2015	9	9	3	4	2	—	NAICS2012
2016	7	7	2	3	2	—	NAICS2012
2017	10	9	3	4	—	—	NAICS2017
2018	12	11	3	6	—	—	NAICS2017
2019	11	10	3	6	—	—	NAICS2017
2020	12	11	4	6	—	—	NAICS2017
2021	13	13	4	8	—	—	NAICS2017
2022	13	13	4	8	—	—	NAICS2022
2023	13	13	4	8	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 31820. 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
31807	5.0 mi	3	2023

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