Groundwork

Auto · County · Oklahoma

Car washes and detailers in Cleveland County, OK

How Cleveland County, OK compares with other counties and the U.S. for car washes and detailers: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 42 out of 100: Lower middle

Ranked #938 of 1,451 scored counties
#11 of 34 scored counties in Oklahoma

Listings
54
16 chain locations (30%)
Official establishments
21
Businesses with payroll, 2023
Household spending a year
$107.8M
On vehicle maintenance and repairs · $923 a household
Spending per listing
$2M
21% below the U.S.
Listings per 10k households
4.6
21% above the U.S.
Population, 2025
303,973
+2.6% since 2020

See the car washes and detailers around any address in Cleveland County

The site report maps the car washes and detailers on map listings near the address, by name and distance, and sizes the households and spending around it. Or open the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

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Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

At $923 per household (4% below the U.S. average), households in Cleveland County spend about $107.8M a year on vehicle maintenance and repairs. That works out to $2M per location, 21% below the U.S. figure of $2.5M. The spending figure covers all vehicle maintenance and repairs, not only car washes and detailers.

There are 54 car washes and detailers on map listings in Cleveland County as of September 2026. Of those, 16 are chain locations, or 30%, against 23% across the U.S. That comes to 4.6 for every 10,000 households, 21% above the U.S. rate of 3.8.

The official count of businesses with payroll classed as car washes in Cleveland County was 21 in 2023. That is one for every 5,562 households, against one for every 6,523 across the U.S. Since fiscal 2022, 3 SBA-backed loans worth $1.7M have gone to businesses classed as car washes in Cleveland County.

Between 2020 and 2025, the population of Cleveland County grew 2.6%, slower than the U.S. (+3.1%). The Groundwork market score for car washes and detailers in Cleveland County is 42 (lower middle), #938 of 1,451 scored counties and #11 of 34 scored counties in Oklahoma.

How Cleveland County compares

The same measures for Oklahoma and the whole U.S. Spending per listing divides a year of household spending on all vehicle maintenance and repairs by the car washes and detailers counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Car washes and detailing in Cleveland County, OK compared with Oklahoma and the U.S.
MeasureCleveland CountyOklahomaU.S.
Listings per 10k households4.65.03.8
Spending per listing$2M$1.8M$2.5M
Households per official establishment5,5626,6486,523
Official establishment growth, 2019–2023n/a+10.3%+16.7%
Population growth, 2020–2025+2.6%+4.0%+3.1%
Spending per household on vehicle maintenance and repairs$923$911$958
Median household income$77,068$65,039$80,734
Groundwork market score4235

Official counts and lending

Businesses

Official establishments, 2019 to 2023
18 → 21
Employees, 2023
249
Annual payroll, 2023
$6.9M
One-person businesses, 2023
Not publishedNot published for this business type
Map listings, September 2026
5416 chain locations
Listings at the U.S. rate for this spending
43The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
3
Amount
$1.7M

SBA-backed loans to businesses classed as car washes in Cleveland County, through June 2026, placed by the borrower’s ZIP code. Official establishments are businesses with payroll; the official counts leave out places with fewer than 3.

Population and households in Cleveland County

Population, 2025 estimate
303,973+2.6% since 2020
Households
116,799
Median age
37.3
Homes lived in by their owners
64%
Vehicles per household
1.9
Land area
539 sq. mi.
People per square mile
557
Median household income
$77,068+20.4% vs. 2015–2019, before inflation
Average household income
$98,350
Median home value
$235,700
Jobs located here
94,350
Daytime population
271,685Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Cleveland County?

These figures cover the whole county. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the car washes and detailers on map listings by name and distance.

Or open the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

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Car washes and detailing across Oklahoma

Every Oklahoma market ranked →

The highest-scoring counties in Oklahoma for car washes and detailers, numbered among those based in Oklahoma, with Cleveland County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for car washes and detailers by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Logan County, OK8763.4$3.4M+11.5%#22 of 1,451
2Rogers County, OK86113.0$3.6M+7.1%#27 of 1,451
3Pottawatomie County, OK7562.2$4.2M+3.5%#118 of 1,451
4Bryan County, OK7152.7$3.2M+10.9%#201 of 1,451
5Grady County, OK6752.4$4.3M+7.7%#292 of 1,451
6Wagoner County, OK55185.7$1.8M+14.6%#618 of 1,451
7Creek County, OK54145.0$1.9M+4.4%#636 of 1,451
8Le Flore County, OK5373.9$2.4M+4.1%#653 of 1,451
9Canadian County, OK50325.5$1.8M+20.4%#735 of 1,451
10Stephens County, OK4584.6$2M+3.4%#856 of 1,451
11Cleveland County, OK42544.6$2M+2.6%#938 of 1,451

Other business types in Cleveland County

Each with its Groundwork market score here, out of 100, where it has one.

Questions

How many car washes and detailers are in Cleveland County, OK?

As of September 2026, map listings count 54 car washes and detailers in Cleveland County. 16 of them (30%) are chain locations. The listings count car washes and detailers. Official counts show 21 businesses with payroll classed as car washes in 2023.

How much do households in Cleveland County, OK spend on vehicle maintenance and repairs?

About $107.8M a year, or $923 per household. That is 4% below the U.S. average (an index of 96, where 100 is the U.S. average). Spread across the 54 car washes and detailers on map listings, it comes to $2M per location. That spending covers all vehicle maintenance and repairs, which car washes and detailers share with other businesses in the trade. It is estimated from the incomes of the 116,799 households in Cleveland County and national spending patterns by income.

How does Cleveland County, OK compare with the U.S. for car washes and detailers?

Cleveland County has 4.6 car washes and detailers per 10,000 households, 21% above the U.S. rate of 3.8. Spending per location is $2M, 21% below the U.S. figure of $2.5M. At the U.S. ratio of car washes and detailers to household spending, Cleveland County would have about 43, against 54 on map listings. There is one business with payroll in the industry for every 5,562 households, against one for every 6,523 across the U.S.

How fast is Cleveland County, OK growing?

Population estimates put Cleveland County at 303,973 people in 2025, up 2.6% since 2020, slower than the U.S. (+3.1%). It has 116,799 households. The median household income in Cleveland County is $77,068 a year, 5% below the U.S. median of $80,734. That rose 20.4% from the 2015–2019 survey, before inflation.

What is the Groundwork market score?

The Groundwork market score runs from 0 to 100 and compares a market with others of its kind for one business type: states with states, metro areas with metro areas, small-town markets and counties with their own. It weighs household spending per competitor (35%), households per business with payroll (25%), population growth (20%) and spending power (20%), each ranked against those peers. A higher score means that, taken together, the market has more household spending and more households for each business already there, faster population growth and more spending per household than similar markets. It describes a market, not any one site or deal. Cleveland County scores 42 for car washes and detailers (lower middle), #938 of 1,451 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Cleveland County. It maps the car washes and detailers on map listings near the site and sizes the households and spending within the distance you choose. New accounts get 10 actions over 3 days, no card.

How the score works · Top markets for car washes and detailers · All 56 business types in Cleveland County

Screening a site or an acquisition in Cleveland County?

A site report maps the competitors on map listings near an address and sizes the households and spending around it.

The button opens the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

This product uses the Census Bureau Data API but is not endorsed or certified by the Census Bureau.

Figures are estimates for research only. Not investment or real estate advice.