BMIE Market 15672

Westmoreland County, Pennsylvania · ZCTA boundaries as of 2020

Profile

Population (current estimate)	3,321 2020–2024 ACS 5-year estimate ±391 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B01003_001E · on 2020 boundaries · retrieved 2026-09-05
Households	1,532 2020–2024 ACS 5-year estimate ±140 · 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	3,334 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · POP10 · on 2010 boundaries · retrieved 2026-09-04
Housing units	1,633 2010 Census count · Decennial Census · Census Gazetteer ZCTA 2010 · HU10 · on 2010 boundaries · retrieved 2026-09-04
Median household income	$66,840 2020–2024 ACS 5-year estimate ±7,321 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B19013_001E · on 2020 boundaries · retrieved 2026-09-05
Median age	44.2 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	$1,015 2020–2024 ACS 5-year estimate ±66 · 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	$240,000 2020–2024 ACS 5-year estimate ±15,079 · American Community Survey 5-Year Estimates · ACS 5-Year 2024 (2020-2024) ZCTA · B25077_001E · on 2020 boundaries · retrieved 2026-09-05
Land area	11.2 sq mi Census Gazetteer 2020
Restaurants	11 2023 · U.S. Census Bureau, ZIP Code Business Patterns 2023 detail (NAICS2022) · by USPS ZIP 15672
Restaurants per 10,000 residents	39.0 DERIVED: 2010 restaurants (ZIP) ÷ 2010 Census population (ZCTA) · different years, stated as such
Restaurant growth, 5-year	-15.4% DERIVED: 2018 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 10-year	-8.3% DERIVED: 2013 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, 20-year	-31.3% DERIVED: 2003 → 2023, ZIP Code Business Patterns restaurants
Restaurant growth, Longest on file	+10.0% DERIVED: 1994 → 2023, ZIP Code Business Patterns restaurants
Projected restaurants, 2028	11 (range 10–12) FORECAST · linear trend v1 fitted to 2013–2023 (11 points, -0.1 per year, r² 0.18) · 80% range · confidence Low · momentum, not a guarantee
Projected population, 5 years ahead	Needs more ACS years on file
BMIE Market Score	34 / 100 MODELED · bmie_market_score v1 · confidence High · why?
Consumer Market Score	50 / 100 MODELED · consumer_market_score v1 · confidence High · why?
Restaurant Opportunity Score	30 / 100 MODELED · restaurant_opportunity_score v1 · confidence High · why?
Market Momentum Score	15 / 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 15672. Projection: linear trend v1, fitted 2013–2023, -0.1 restaurants per year, r² 0.18, 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. Pennsylvania and U.S. averages

Averages are the mean growth across all ZCTAs with the figure (state n = 1,354, 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: 34 (High confidence)

Component	Value	Rank	Weight	Adds
Consumer Market Score	49.6	50	40%	+19.9
Restaurant Opportunity Score	30.2	30	35%	+10.6
Market Momentum Score	15.4	15	25%	+3.8

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

Consumer Market Score: 50 (High confidence)

Component	Value	Rank	Weight	Adds
Population (ACS)	3,321	54	40%	+21.5
Median household income (ACS)	66,840	42	40%	+16.8
Households (ACS)	1,532	57	20%	+11.3

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

Restaurant Opportunity Score: 30 (High confidence)

Component	Value	Rank	Weight	Adds
10-year restaurant growth	-8.3	19	35%	+6.7
Restaurants per 10,000 residents (lower = more room)	33.1	17	25%	+4.3
Population (ACS)	3,321	54	20%	+10.8
Median household income (ACS)	66,840	42	20%	+8.4

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

Market Momentum Score: 15 (High confidence)

Component	Value	Rank	Weight	Adds
5-year restaurant growth	-15.4	15	50%	+7.6
10-year restaurant growth	-8.3	19	30%	+5.8
20-year restaurant growth	-31.3	10	20%	+2.0

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 (26)

By cuisine

American 8 · BBQ 3 · Coffee 3 · Pizza 3 · Burgers 2 · Cajun, Creole, Southern 2 · Breakfast 1 · Dessert 1 · European 1 · Ice cream / frozen desserts 1 · Italian 1 · Mexican 1 · Sandwiches 1

By type

Restaurant (service type not stated) 17 · Quick service 5 · Bar 4 · Café 3 · Coffee shop 2 · Casual dining 1 · Dessert 1 · Food truck 1

Name	Type	Cuisine	Address	Status
Big Black Grill	Casual dining · Bar	BBQ · American	103 E Byers Ave	open
Bob Evans Bob Evans	Restaurant (service type not stated)	American · Breakfast	104 Bair Blvd	open
Bruster's Real Ice Cream Bruster's Real Ice Cream	Dessert	Ice cream / frozen desserts · Dessert	604 S Center Ave & Paintersville Rd	open
CJ's Korner Kitchen	Quick service	American	140 W Post Ave	open
Cracker Barrel Cracker Barrel Old Country Store	Restaurant (service type not stated)	Cajun, Creole, Southern · American	154 W Pennsylvania Ave. I-70 & Center Ave.	open
Eat'n Park	Restaurant (service type not stated)		111 W Byers Ave	open
La Tavola Ristorante	Restaurant (service type not stated)	Italian · European	400 S Center Ave	open
Libras Lunch House	Café	Coffee	111 S Center Ave	open
Ls Guerrieri Enterprises Inc	Restaurant (service type not stated)		400 S Center Ave	open
McDonald's McDonald's	Quick service · Restaurant (service type not stated)	Burgers	9 Byers Rts 119	open
Pagano's Restaurant	Bar · Restaurant (service type not stated)		108 E Byers Ave	open
Pizza Hut	Restaurant (service type not stated)	Pizza	105 Highland Ave	open
Pizzeria 88	Restaurant (service type not stated)	Pizza	429 S Center Ave	open
Poulich Pit BBQ	Restaurant (service type not stated)	BBQ · Cajun, Creole, Southern · American	604 S Center Ave	open
Quiznos	Restaurant (service type not stated)	American	103 E Byers Ave	open
Sarap Kitchen	Restaurant (service type not stated)		115 Westmore Ave	open
Stanton Daily Grind	Coffee shop · Restaurant (service type not stated) · Café	Coffee	814 US-119 #100	open
Starbucks Coffee Company Starbucks	Restaurant (service type not stated) · Coffee shop · Café	Coffee	Pennsylvania Turnpike, Toll road	open
Steel City Steakhouse and Bar	Bar		127 W Byers Ave	open
Subway Subway	Quick service · Restaurant (service type not stated)	Sandwiches	302 North Center Ave	open
Taco Bell Taco Bell	Quick service	Mexican	105 Highland Ave	open
The Executive Grille	Restaurant (service type not stated) · Bar		321 Chanticleer Cir	open
The Starry Fry Food Truck	Food truck	American · BBQ	103 E Byers Ave	open
Tony's Deli and Pizzeria	Restaurant (service type not stated)	Pizza	429 S Center Ave	open
Wendy's Wendy's	Quick service	Burgers · American	210 North Center Street	open
Szechuan Wok Chinese Restaurant	Restaurant (service type not stated)		126 E Byers Ave	closed

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	11	10	—	—	—	1	SIC1987
1995	12	11	—	—	—	1	SIC1987
1996	15	13	—	—	—	2	SIC1987
1997	15	15	—	—	—	—	SIC1987
1998	12	12	8	4	—	—	NAICS1997
1999	12	12	8	4	—	—	NAICS1997
2000	13	13	9	4	—	—	NAICS1997
2001	14	14	9	5	—	—	NAICS1997
2002	14	14	8	5	1	—	NAICS1997
2003	17	16	9	6	1	—	NAICS2002
2004	17	16	9	6	1	—	NAICS2002
2005	18	17	9	7	1	—	NAICS2002
2006	18	16	9	6	1	1	NAICS2002
2007	19	17	8	8	1	1	NAICS2002
2008	17	15	9	4	2	1	NAICS2007
2009	16	15	9	4	2	1	NAICS2007
2010	14	13	8	4	1	1	NAICS2007
2011	15	14	9	4	1	1	NAICS2007
2012	12	12	9	2	1	—	NAICS2012
2013	12	12	8	3	1	—	NAICS2012
2014	12	12	9	2	1	—	NAICS2012
2015	13	13	8	4	1	—	NAICS2012
2016	11	11	8	3	—	—	NAICS2012
2017	13	13	7	5	—	—	NAICS2017
2018	13	13	7	5	—	—	NAICS2017
2019	12	12	6	5	—	—	NAICS2017
2020	12	12	7	4	—	—	NAICS2017
2021	12	12	7	4	—	—	NAICS2017
2022	12	11	6	4	—	—	NAICS2022
2023	12	11	6	4	—	—	NAICS2022

U.S. Census Bureau, ZIP Code Business Patterns, by USPS ZIP 15672. 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
15697	2.2 mi	4	2023
15617	2.5 mi	1	2016
15663	3.1 mi	1	2007
15639	3.1 mi	3	2022
15625	3.6 mi	—
15616	3.8 mi	—
15698	4.1 mi	1	2016
15679	4.3 mi	1	2016
15611	4.6 mi	1	2001
15691	4.9 mi	—
15637	4.9 mi	3	2018
15695	5.0 mi	—

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