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Westmoreland County, PA — Car washes Saturation

How many car washes exist per person present — residents plus daytime workers — by ZIP code, compared with the U.S. average. Establishment data: Census ZBP 2023. Population: ACS 2024 5-year. 73 ZIP codes analyzed.

Includes: Car wash tunnels & bays · Self-serve & automatic washes · Detailing (wash-attached). Counted together because official statistics use one 811192 code.

Measured density: Range spans bands — 0.40× the U.S. rate (between 0.40× and 7.28× once withheld ZIP cells are counted)

Why a range: Census does not publish a ZIP-by-industry count when that ZIP has 0–2 businesses. 71 ZIP cells in this county are withheld, 69 of them with residents. Each could hold 0, 1, or 2 businesses: counting them all as 0 gives the low end, counting them all as 2 gives the high end — the data cannot say where the truth sits. The density range uses only the populated cells, since ZIPs without residents are excluded from per-person rates. How ranges work

Range spans the U.S. rate   Westmoreland County car washes — 40–728% of the U.S. rate

8 car washes are counted in Westmoreland County — 0.2 per 10,000 people present (residents + daytime workers), 40% of the U.S. rate of 0.5.

On the comparable ZIP set (ZIPs with a published count in every year), the total has risen 14% between 2015 and 2023 (7 → 8). That set is smaller than today's county total. 2020–2021 were pandemic-distorted, and Census rounds counts, so small moves are within noise.

Measured supply density is highest in 15642 (Irwin), 15601 (Greensburg) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 15601 (Greensburg), 15642 (Irwin).

Census County Business Patterns (2023) puts the county-wide count at 17 establishments, including locations in ZIP codes that do not map to a ZCTA — so it can run slightly above the sum of the ZIP rows on this page. It is annual, so it lags more than QCEW.

Measured density: Westmoreland County sits at 40% of the U.S. rate for car washes. 69 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 40% and 728% of the U.S. rate. Why. The highest measured density is in 15642 and 15601; the lowest measured density is in 15601 and 15642.

This is a supply-side read: it counts existing car washes and the people present, not foot traffic, income, rent, or whether locals want more. Treat low density as a question to check, not an answer.

Car washes
8–150
published count; upper bound counts each withheld ZIP cell as 2 (71 cells) (2023)
Per 10,000 present
0.2
residents + daytime workers
U.S. average
0.5
per 10,000 present
County index
0.40×
vs. U.S.
Latest year (CBP)
17
2023 — $3M annual payroll
Residents
349,607
71 ZIPs with data
Workers
120,061
jobs located in county

Is the area growing?

Population
350,935
Census PEP, July 1 2024
Change since 2020
−1.0%
−3,404 people
Net migration 2024
+1,280
international +353, domestic +927
Jobs located here
134,051
LODES 2022, −1.7% since 2019

Westmoreland County had an estimated 350,935 residents on July 1, 2024 — 1.0% fewer than in 2020 (−3,404). In the latest year it lost 485 people: births minus deaths −1,740, international migration +353, domestic migration +927. Components are published separately and may not sum exactly.

134,051 jobs were located in the county in 2022 (−1.7% since 2019), and 164,733 employed residents lived there (−1.9% since 2019). LODES counts wage and salary jobs covered by unemployment insurance plus federal jobs; it excludes the self-employed and military, and counts jobs rather than unique people. 2019→2022 spans the pandemic, so read it as one change, not a trend.

Population and migration say whether the customer base is growing. They do not say whether people want another business of this type. Definitions and limits →  ·  Full county detail →

ZIP gaining residents
2015–19 → 2020–24
Change
15668 Murrysville
+20.4%
ZIP losing residents
2015–19 → 2020–24
Change
15632 Export
−15.9%
15062 Monessen
−7.7%

ACS 5-year estimates for 2015–2019 and 2020–2024. Only ZIPs with at least 2,000 residents in both windows and a change larger than the survey margin of error (90%) are listed — small ZIPs move a lot on paper without a real signal.

Nonemployer businesses

Not shown. Census publishes only a broader group that also includes oil-change and other auto service shops, so a car-wash-only nonemployer count is not published.

Census Nonemployer Statistics 2024 (NAICS 2022). We do not approximate this figure.

Saturation map

Each ZIP area is shaded by its density of this business type per person present (residents + workers) vs. the U.S. average. Click any ZIP to zoom to its boundary, see its numbers, and switch to aerial imagery.

Basemap:
Under 50% 50–100% 100–150% 150–250% 250%+ 0–2 (not published) / no data ZIP total (dot size)

Map data © OpenStreetMap contributors, tiles by OpenFreeMap.

White dots are ZIP totals from the official Census count — the bigger the dot, the more car washes in that ZIP.

Market trend — up 14% since 2015

Number of car washes in Westmoreland County across 2015–2023, on a consistent set of ZIP codes present in every year — so changes are real, not ZIP-boundary artifacts. 2015/2018 are pre-pandemic baselines; 2020/2021 are COVID-distorted.

7
2015
7
2018
8
2020
8
2021
9
2022
8
2023

Highest measured density

ZIP
vs. U.S. average
Index
15642 Irwin
195%
15601 Greensburg
86%

Lowest measured density

ZIP
vs. U.S. average
Index
15601 Greensburg
86%
15642 Irwin
195%
Low measured density is not evidence of opportunity. A ZIP with few car washes may simply lack foot traffic, retail space, or demand. We rank only residential and mixed ZIPs here; employment hubs and visitor destinations are listed separately below. ZIPs where Census did not publish a count (0–2 businesses) are not ranked: they may be the least served of all, but the data cannot tell 0 from 1 or 2. Verify those locally.

Employment hubs & destinations

These ZIPs have far more workers (or visitors) than residents, so their counts are driven by daytime and visitor demand — not a place to read "shortage" from resident numbers alone.

ZIPNeighborhoodType ResidentsWorkersCar washesIndex
15646Jones Mills Employment hub 161411 0–2 —

Scroll the table sideways to see all columns.

All ZIP codes

Click a column header to sort. Index = car washes per 10,000 people present (residents + 0.5×workers) ÷ the U.S. average. 100% = exactly average.

ZIPNeighborhood ResidentsWorkersCar washes Per 10kIndexStatus
15642Irwin 46,32512,433 5 1.0 195% High density
15601Greensburg 56,42529,133 3 0.4 86% Below average
15062Monessen 6,7801,342 0–2 — — Not published
15068New Kensington 36,2039,878 0–2 — — Not published
15069New Kensington —227 0–2 — — Not published
15083Sutersville 91380 0–2 — — Not published
15085Trafford 8,0621,849 0–2 — — Not published
15089West Newton 6,789707 0–2 — — Not published
15479Smithton 2,0101,084 0–2 — — Not published
15610Acme 3,988437 0–2 — — Not published
15611Adamsburg 241423 0–2 — — Not published
15612Alverton 44335 0–2 — — Not published
15613Apollo 12,8541,897 0–2 — — Not published
15615Ardara 1488 0–2 — — Not published
15616Armbrust 36326 0–2 — — Not published
15617Arona 26228 0–2 — — Not published
15618Avonmore 2,386244 0–2 — — Not published
15619Bovard 4887 0–2 — — Not published
15620Bradenville 80190 0–2 — — Not published
15622Champion 682288 0–2 — — Not published
15623Claridge 1,13537 0–2 — — Not published
15624Crabtree 218135 0–2 — — Not published
15625Darragh 5818 0–2 — — Not published
15626Delmont 5,1292,471 0–2 — — Not published
15627Derry 6,167722 0–2 — — Not published
15628Donegal 458419 0–2 — — Not published
15629East Vandergrift 63122 0–2 — — Not published
15632Export 8,3774,133 0–2 — — Not published
15633Forbes Road 68273 0–2 — — Not published
15634Grapeville 42126 0–2 — — Not published
15635Hannastown 2283 0–2 — — Not published
15636Harrison City 3,560325 0–2 — — Not published
15637Herminie 1,821158 0–2 — — Not published
15639Hunker 2,160685 0–2 — — Not published
15641Hyde Park 46434 0–2 — — Not published
15644Jeannette 18,5123,803 0–2 — — Not published
15646Jones Mills 161411 0–2 — — Not published
15647Larimer 4935 0–2 — — Not published
15650Latrobe 26,31212,545 0–2 — — Not published
15655Laughlintown 357220 0–2 — — Not published
15658Ligonier 8,1151,889 0–2 — — Not published
15661Loyalhanna 858503 0–2 — — Not published
15663Madison 377717 0–2 — — Not published
15664Mammoth —31 0–2 — — Not published
15665Manor 1,339217 0–2 — — Not published
15666Mount Pleasant 15,9807,829 0–2 — — Not published
15668Murrysville 14,5847,540 0–2 — — Not published
15670New Alexandria 3,675593 0–2 — — Not published
15671New Derry 67155 0–2 — — Not published
15672New Stanton 3,3214,309 0–2 — — Not published
15674Norvelt 15899 0–2 — — Not published
15675Penn 1,290189 0–2 — — Not published
15676Pleasant Unity 54488 0–2 — — Not published
15677Rector 516119 0–2 — — Not published
15678Rillton 47235 0–2 — — Not published
15679Ruffs Dale 2,781621 0–2 — — Not published
15683Scottdale 7,6433,885 0–2 — — Not published
15684Slickville 20159 0–2 — — Not published
15687Stahlstown 1,241150 0–2 — — Not published
15688Tarrs 612199 0–2 — — Not published
15689United 9238 0–2 — — Not published
15690Vandergrift 8,9851,012 0–2 — — Not published
15691Wendel 30280 0–2 — — Not published
15692Westmoreland City 992107 0–2 — — Not published
15693Whitney 27714 0–2 — — Not published
15695Wyano 1818 0–2 — — Not published
15696Youngstown 218288 0–2 — — Not published
15697Youngwood 2,8771,544 0–2 — — Not published
15698Yukon 78945 0–2 — — Not published
15779Torrance 526814 0–2 — — Not published
15923Bolivar 1,585155 0–2 — — Not published
15944New Florence 3,063376 0–2 — — Not published
15954Seward 2,279220 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Greensburg

The numbers above tell you how the market looks. To find a specific storefront, these marketplaces list available retail space for lease.

LoopNet
Largest commercial marketplace
Browse Greensburg retail space →
Crexi
Free listings + market data
Browse Greensburg retail space →
CityFeet
Retail space for lease
Browse Greensburg retail space →

Open vacancy data (actual empty units) is only published by some cities; where it exists we show it directly. Listings above are third-party.

Census withholds some ZIP-by-industry cells to protect small businesses. 0–2 means the cell was not published (Census publishes industry counts only at 3+ per ZIP), so the ZIP is left unranked rather than counted as zero. ~ means the count is estimated from the broader industry group and can be off by a business or two.

Follow Westmoreland County and car washes

When a data vintage changes or a section of this report is revised, we post it to a public update feed. No email address, no account, no tracking — and nothing is sent unless something actually changed.

Subscribe to updates (RSS) How these numbers are built →

Methodology & sources

Establishments. U.S. Census ZIP Code Business Patterns (ZBP 2023), NAICS 811192 — car washes. Counts establishments with paid employees. ZBP is published annually with a ~2-year lag.

Fresh county signal. This industry has no clean QCEW series, so the freshest county signal is Census County Business Patterns 2023: 17 establishments and $3M in annual payroll county-wide. This count includes locations in ZIP codes that do not map to a ZCTA, so it can be slightly higher than the sum of the ZIP rows. CBP is annual and slower than QCEW. It cannot be broken down by ZIP.

Population. U.S. Census American Community Survey 2024 5-year ZCTA population (table B01003). Workers are the ZIP's total employment from the same 2023 ZBP file.

Demand ("people present"). Demand comes from residents and daytime workers: residents + 0.5 × workers. This is the single documented assumption in the model and can be tuned.

Index. index = (ZIP establishments ÷ ZIP demand × 10,000) ÷ the U.S. average for this industry (0.49 per 10,000 present). It is a supply-side density measure; it does not capture income, rent, tourism, or whether locals actually want more.

Read the full methodology →  ·  Data sources & vintages →

BizGapMap — free, no-login small-business saturation reports for major U.S. counties. Built entirely from public U.S. Census, BLS, and IRS data (ZBP 2023, ACS 2024 5-year, PEP 2024, LODES, QCEW, IRS SOI). No forecasts, no revenue guesses — withheld cells are marked, and the few derived counts are labelled as estimates.