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Cuyahoga County, OH — 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. 55 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 — 0.54× the U.S. rate (between 0.54× and 1.58× 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. 43 ZIP cells in this county are withheld, 40 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   Cuyahoga County car washes — 54–158% of the U.S. rate

42 car washes are counted in Cuyahoga County — 0.3 per 10,000 people present (residents + daytime workers), 54% 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 13% between 2015 and 2023 (8 → 9). 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 44137 (Maple Heights), 44146 (Bedford), 44129 (Cleveland) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 44130 (Cleveland), 44125 (Cleveland), 44139 (Solon).

Census County Business Patterns (2023) puts the county-wide count at 70 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: Cuyahoga County sits at 54% of the U.S. rate for car washes. 40 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 54% and 158% of the U.S. rate. Why. The highest measured density is in 44137 and 44146; the lowest measured density is in 44130 and 44125.

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
42–128
published count; upper bound counts each withheld ZIP cell as 2 (43 cells) (2023)
Per 10,000 present
0.3
residents + daytime workers
U.S. average
0.5
per 10,000 present
County index
0.54×
vs. U.S.
Latest year (CBP)
70
2023 — $19M annual payroll
Residents
1,251,589
52 ZIPs with data
Workers
653,795
jobs located in county

Is the area growing?

Population
1,240,594
Census PEP, July 1 2024
Change since 2020
−1.7%
−22,041 people
Net migration 2024
+2,135
international +8,876, domestic −6,741
Jobs located here
742,610
LODES 2022, +0.0% since 2019

Cuyahoga County had an estimated 1,240,594 residents on July 1, 2024 — 1.7% fewer than in 2020 (−22,041). In the latest year it gained 1,915 people: births minus deaths −205, international migration +8,876, domestic migration −6,741. Components are published separately and may not sum exactly.

742,610 jobs were located in the county in 2022 (+0.0% since 2019), and 567,221 employed residents lived there (−3.3% 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
44149 Strongsville
+11.5%
44122 Beachwood
+10.8%
44124 Cleveland
+6.5%
ZIP losing residents
2015–19 → 2020–24
Change
44112 Cleveland
−17.6%
44102 Cleveland
−13.0%
44105 Cleveland
−12.6%

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 13% since 2015

Number of car washes in Cuyahoga 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.

8
2015
9
2018
10
2020
12
2021
10
2022
9
2023

Highest measured density

ZIP
vs. U.S. average
Index
44137 Maple Heights
325%
44146 Bedford
262%
44129 Cleveland
242%
44134 Cleveland
197%
44136 Strongsville
192%
44133 North Royalton
179%
44121 Cleveland
176%
44070 North Olmsted
158%
44139 Solon
157%
44125 Cleveland
156%
44130 Cleveland
129%

Lowest measured density

ZIP
vs. U.S. average
Index
44130 Cleveland
129%
44125 Cleveland
156%
44139 Solon
157%
44070 North Olmsted
158%
44121 Cleveland
176%
44133 North Royalton
179%
44136 Strongsville
192%
44134 Cleveland
197%
44129 Cleveland
242%
44146 Bedford
262%
44137 Maple Heights
325%
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
44115Cleveland Employment hub 10,01125,132 3 272%
44114Cleveland Employment hub 7,48839,696 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
44137Maple Heights 23,2853,735 4 1.6 325% Very high density
44115Cleveland 10,01125,132 3 1.3 272% Very high density
44146Bedford 29,34919,382 5 1.3 262% Very high density
44129Cleveland 28,8009,951 4 1.2 242% High density
44134Cleveland 37,7747,434 4 1.0 197% High density
44136Strongsville 24,94614,039 3 0.9 192% High density
44133North Royalton 31,0186,397 3 0.9 179% High density
44121Cleveland 32,3125,158 3 0.9 176% High density
44070North Olmsted 31,92413,709 3 0.8 158% High density
44139Solon 24,70628,937 3 0.8 157% High density
44125Cleveland 29,46119,707 3 0.8 156% High density
44130Cleveland 49,67927,792 4 0.6 129% Above average
44017Berea 18,2798,386 0–2 — — Not published
44022Chagrin Falls 16,6175,664 0–2 — — Not published
44040Gates Mills 3,063878 0–2 — — Not published
44101Cleveland 66688 0–2 — — Not published
44102Cleveland 39,9528,052 0–2 — — Not published
44103Cleveland 13,9419,181 0–2 — — Not published
44104Cleveland 18,9023,018 0–2 — — Not published
44105Cleveland 32,1159,773 0–2 — — Not published
44106Cleveland 25,12033,866 0–2 — — Not published
44107Lakewood 50,01810,332 0–2 — — Not published
44108Cleveland 19,3811,653 0–2 — — Not published
44109Cleveland 39,42814,461 0–2 — — Not published
44110Cleveland 17,0093,802 0–2 — — Not published
44111Cleveland 42,02111,993 0–2 — — Not published
44112Cleveland 17,8482,940 0–2 — — Not published
44113Cleveland 20,25020,070 0–2 — — Not published
44114Cleveland 7,48839,696 0–2 — — Not published
44116Rocky River 21,5327,964 0–2 — — Not published
44117Euclid 9,1726,912 0–2 — — Not published
44118Cleveland 40,71511,203 0–2 — — Not published
44119Cleveland 13,2432,727 0–2 — — Not published
44120Cleveland 33,2023,928 0–2 — — Not published
44122Beachwood 36,67841,228 0–2 — — Not published
44123Euclid 18,0504,976 0–2 — — Not published
44124Cleveland 39,77921,377 0–2 — — Not published
44126Cleveland 16,9763,708 0–2 — — Not published
44127Cleveland 4,2391,792 0–2 — — Not published
44128Cleveland 27,12217,699 0–2 — — Not published
44131Independence 20,57739,575 0–2 — — Not published
44132Euclid 14,6333,443 0–2 — — Not published
44135Cleveland 28,02215,724 0–2 — — Not published
44138Olmsted Falls 23,1622,589 0–2 — — Not published
44140Bay Village 15,9841,539 0–2 — — Not published
44141Brecksville 13,8927,205 0–2 — — Not published
44142Brookpark 18,2848,152 0–2 — — Not published
44143Cleveland 24,59723,404 0–2 — — Not published
44144Cleveland 21,3949,821 0–2 — — Not published
44145Westlake 34,10440,957 0–2 — — Not published
44147Broadview Heights 19,7715,625 0–2 — — Not published
44149Strongsville 21,0987,021 0–2 — — Not published
44181Cleveland —3 0–2 — — Not published
44195Cleveland —28,883 0–2 — — Not published
44199Cleveland —59 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Beachwood

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 Beachwood retail space →
Crexi
Free listings + market data
Browse Beachwood retail space →
CityFeet
Retail space for lease
Browse Beachwood 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 Cuyahoga 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: 70 establishments and $19M 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.