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Butler County, PA — Auto repair Saturation

How many auto repair 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. 31 ZIP codes analyzed.

Includes: Auto repair & maintenance shops · Body, paint & interior repair. Counted together because official statistics use one 811121 code.

Measured density: Range spans bands — 0.80× the U.S. rate (between 0.80× and 3.07× 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. 26 ZIP cells in this county are withheld, 24 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   Butler County auto repair — 80–307% of the U.S. rate

17 auto repair are counted in Butler County — 0.7 per 10,000 people present (residents + daytime workers), 80% of the U.S. rate of 0.9.

On the comparable ZIP set (ZIPs with a published count in every year), the total has stayed roughly flat between 2015 and 2023 (7 → 7).

Measured supply density is highest in 16037 (Harmony), 16063 (Zelienople), 16002 (Butler) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 16001 (Butler), 16046 (Mars), 16002 (Butler).

BLS QCEW puts the latest county-wide count (2026 Q1) at 29 establishments, the freshest available signal.

Measured density: Butler County sits at 80% of the U.S. rate for auto repair. 24 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 80% and 307% of the U.S. rate. Why. The highest measured density is in 16037 and 16063; the lowest measured density is in 16001 and 16046.

This is a supply-side read: it counts existing auto repair 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.

Auto repair
17–69
published count; upper bound counts each withheld ZIP cell as 2 (26 cells) (2023)
Per 10,000 present
0.7
residents + daytime workers
U.S. average
0.9
per 10,000 present
County index
0.80×
vs. U.S.
Latest quarter (QCEW)
29
2026 Q1 — county total
Residents
202,636
29 ZIPs with data
Workers
84,042
jobs located in county

Is the area growing?

Population
199,341
Census PEP, July 1 2024
Change since 2020
+2.7%
+5,272 people
Net migration 2024
+1,156
international +278, domestic +878
Jobs located here
85,610
LODES 2022, −3.7% since 2019

Butler County had an estimated 199,341 residents on July 1, 2024 — 2.7% more than in 2020 (+5,272). In the latest year it gained 676 people: births minus deaths −491, international migration +278, domestic migration +878. Components are published separately and may not sum exactly.

85,610 jobs were located in the county in 2022 (−3.7% since 2019), and 87,226 employed residents lived there (−0.9% 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
16033 Evans City
+30.8%
16059 Valencia
+22.1%
16046 Mars
+18.3%
ZIP losing residents
2015–19 → 2020–24
Change

No ZIP had a statistically significant decrease.

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 auto glass shops, so an auto-repair-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. Individual mapped shops appear as dots at street level — Show locations zooms you in to them (scroll or double-click to zoom).

Basemap:
Under 50% 50–100% 100–150% 150–250% 250%+ 0–2 (not published) / no data ZIP total (dot size) Mapped shop (OpenStreetMap, street level)

Map data © OpenStreetMap contributors, tiles by OpenFreeMap.

White dots are ZIP totals from the official Census count — the bigger the dot, the more auto repair in that ZIP. They are aggregated, not individual shops. Turquoise dots are individual locations mapped in OpenStreetMap, shown only at street level; they are crowd-sourced and indicative, may be incomplete, and do not equal the official counts. Only the official ZIP totals feed the saturation index.

Market trend — up 0% since 2015

Number of auto repair in Butler 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
6
2018
6
2020
6
2021
6
2022
7
2023

Highest measured density

ZIP
vs. U.S. average
Index
16037 Harmony
542%
16063 Zelienople
418%
16002 Butler
202%
16046 Mars
152%
16001 Butler
94%

Lowest measured density

ZIP
vs. U.S. average
Index
16001 Butler
94%
16046 Mars
152%
16002 Butler
202%
16063 Zelienople
418%
16037 Harmony
542%
Low measured density is not evidence of opportunity. A ZIP with few auto repair 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.

All ZIP codes

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

ZIPNeighborhood ResidentsWorkersAuto repair Per 10kIndexStatus
16037Harmony 5,2912,219 3 4.7 542% Very high density
16063Zelienople 8,2565,621 4 3.6 418% Very high density
16002Butler 15,5873,194 3 1.7 202% High density
16046Mars 19,7576,163 3 1.3 152% High density
16001Butler 39,23419,420 4 0.8 94% Below average
16003Butler —1,364 0–2 — — Not published
16020Boyers 1,169522 0–2 — — Not published
16022Bruin 21927 0–2 — — Not published
16023Cabot 4,0822,099 0–2 — — Not published
16024Callery 210171 0–2 — — Not published
16025Chicora 4,793548 0–2 — — Not published
16027Connoquenessing 42316 0–2 — — Not published
16029East Butler 916604 0–2 — — Not published
16030Eau Claire 272128 0–2 — — Not published
16033Evans City 8,1851,290 0–2 — — Not published
16034Fenelton 1,752219 0–2 — — Not published
16038Harrisville 3,292575 0–2 — — Not published
16039Herman —152 0–2 — — Not published
16040Hilliards 1,01314 0–2 — — Not published
16041Karns City 1,747169 0–2 — — Not published
16045Lyndora 1,136160 0–2 — — Not published
16050Petrolia 1,097282 0–2 — — Not published
16051Portersville 3,1191,136 0–2 — — Not published
16052Prospect 2,215532 0–2 — — Not published
16053Renfrew 3,429598 0–2 — — Not published
16055Sarver 8,9932,073 0–2 — — Not published
16056Saxonburg 4,2323,327 0–2 — — Not published
16057Slippery Rock 15,7182,594 0–2 — — Not published
16059Valencia 10,0621,306 0–2 — — Not published
16061West Sunbury 2,564348 0–2 — — Not published
16066Cranberry Township 33,87328,687 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Cranberry Township

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 Cranberry Township retail space →
Crexi
Free listings + market data
Browse Cranberry Township retail space →
CityFeet
Retail space for lease
Browse Cranberry Township 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 Butler County and auto repair

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 811121 — automotive body, paint & interior repair. Counts establishments with paid employees. ZBP is published annually with a ~2-year lag.

Fresh county signal. BLS QCEW (quarterly) is newer than ZBP — 2026 Q1 shows 29 establishments county-wide for this industry. 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 (0.87 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.