Cleveland Car Wash Market Analysis
Cleveland, TN
Data updated · June 9, 2026
5,750 Google reviews across 48 car washes in 2 Cleveland counties. Format mix, operator rank, county breakdown, rating vs. income, aspect-level customer signals.
Snapshot
- Locations
- 48
- 85% independent
- Chains
- 4
- lead: bp (3 sites)
- Avg rating
- 4.55★
- +0.14 vs national MSA median
- Damage rate
- 1.4%
- near national MSA norm
- Cancel friction
- 15.4%
- Top format
- express tunnel
- 40% of classified inventory
Market Quality snapshot
- Population
- 127,445
- ACS 2023 5-year
- Households
- 49,053
- ACS 2023 5-year
- Residents per wash
- 2,655
- 1.4× the national MSA median — lighter supply
- Express tunnels per 10K households
- 0.8
- in the 0.5–1.0 filling band · classified sites
Key findings
- 48 car wash locations operated by 4 chains and 41 independents across 2 counties.
- Weighted Google rating 4.55★ across the market; structural concentration and format mix sit near US-metro norms.
- Built from 5,750 Google reviews, 2,289 of them AI-extracted across 55 dimensions.
48 car wash locations across 2 counties · dots colored by format · sized by review volume
Cleveland reads as a balanced car wash market — neither sharply consolidated nor unusually fragmented. 48 locations across 4 chains and 41 independents, distributed across 2 counties. Distinctive patterns show up below at the format and aspect levels.
Average rating across the 48-location market weighs in at 4.55★; damage rate 1.4%; cancel friction 15.4%. Staff is the brightest aspect signal (0.88/+1). 5,750 Google reviews drive the analysis, 2,289 of them processed through the WashIndex LLM extractor.
See the top car wash chains in Cleveland
Ranked by location count in the metro
The car wash industry in the Cleveland metro, officially
Low-wageCar-wash wages in the Cleveland metro run about 41% below the national average ($19,248 vs. $32,560), across 6 employer establishments and roughly 66 jobs.
Source: U.S. Bureau of Labor Statistics, QCEW (private, NAICS 811192). Counts car-wash employer establishments, a narrower universe than all physical wash locations — see methodology.
About the Cleveland car wash market
How many car washes are in the Cleveland metro?
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What is the best-rated car wash in the Cleveland metro?
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Which car wash chain has the most locations in Cleveland?
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What is the average customer rating in the Cleveland car wash market?
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What is the typical household income near car washes in Cleveland?
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What kinds of car washes does Cleveland have?
The table below lists every operating format we classify, with locations, reviews, average rating, damage rate, and membership-cancel friction broken out per format. Cleveland's mix sits close to the US-metro median shape.
Highest-rated format: Detail Shop at 4.97★ across 3 locations. Lowest-rated: Express Tunnel at 4.63★ (4 locations).
| Format | Locations | % of MSA | Reviews | Avg Rating | Damage Rate | Cancel Friction |
|---|---|---|---|---|---|---|
| Express Tunnel | 4 | 8.3% | 3,849 | 4.63 | 1.32% | 15.4% |
| Detail Shop | 3 | 6.3% | 400 | 4.97 | 0.79% | — |
| In-Bay Automatic | 3 | 6.3% | 53 | 3.71 | 0.00% | — |
What is the household income near Cleveland car washes?
Read together with the format mix above, the income scatter below tells you whether car wash quality in Cleveland tracks neighborhood income, format mix, or neither. Operating quality usually dominates this picture.
Pearson r between ZIP income and Google rating across 20 qualifying locations: -0.58 — mild negative. Higher-income ZIPs in this market host slightly lower-rated washes on average, which is unusual. Scatter mean: $62K AGI/return, 4.28★.
Car wash count and quality by income tier
Blue bars: location count per tier. Orange tick marks: average Google rating (same y-axis).
| Income tier (mean AGI/return) | ZIPs | Locations | Reviews | Avg Rating | Top Format |
|---|---|---|---|---|---|
| Under $50K | 0 | 0 | 0 | 0.00 | — |
| $50K – $75K | 6 | 31 | 5,607 | 4.55 | Express Tunnel (4) |
| $75K – $100K | 1 | 1 | 69 | 4.80 | — |
| $100K – $150K | 0 | 0 | 0 | 0.00 | — |
| $150K+ | 0 | 0 | 0 | 0.00 | — |
Income band spread: 0/0.00★ at the highest tier; 0/0.00★ at the lowest. In a balanced market, the per-tier read is most useful as a sanity check on whether the operating quality is income-uniform or income-stratified.
Who operates the most Cleveland car washes?
4 chains run sites in Cleveland; the top 25 are listed below by location count, with their per-chain operating-quality numbers next to them. Useful for narrowing competitive-set considerations or for M&A evaluation.
| # | Chain | Locations | Reviews | Avg Rating | Damage | Cancel | Upsell |
|---|---|---|---|---|---|---|---|
| 1 | bp | 3 | 53 | 3.71 | — | — | — |
| 2 | Whistle Express Car Wash | 2 | 3,436 | 4.66 | 1.10% | 13.7% | 0.00% |
| 3 | Wash Factory Express | 1 | 309 | 4.30 | 3.15% | — | 0.79% |
| 4 | Miracle Car Wash | 1 | 104 | 4.60 | — | — | — |
Which counties have the most car washes in Cleveland?
Cleveland's 48 car washes distribute across 2 counties. Bradley County leads with 48 locations (100.0%). Cross-county rating dispersion is usually narrow at this scale.
| County | Locations | % of MSA | Reviews | Avg Rating |
|---|---|---|---|---|
| Bradley County | 48 | 100.0% | 5,697 | 4.56 |
| Polk County | 3 | 6.3% | 53 | 4.11 |
What do customers love and complain about in Cleveland?
Reading the aspect grid: numbers above 0.3 are strong positives; numbers below -0.1 indicate meaningful friction; in between is mixed signal. staff is the brightest spot here. equipment reliability is the pain point.
Where are all the car washes in the Cleveland metro?
The complete inventory of car wash locations in the Cleveland MSA is captured in the underlying dataset; the table below shows the highest-review-volume sites for at-a-glance comparison. Each row shows operator, address, format, chain affiliation, rating, review count, and the IRS mean AGI for the ZIP.
| Location | City | Format | Chain | Rating | Reviews | ZIP AGI |
|---|---|---|---|---|---|---|
| Whistle Express Car Wash 2575 Guthrie St NW | Cleveland, TN | Express Tunnel | Whistle Express Car Wash | 4.7 | 1,950 | $53K |
| Whistle Express Car Wash 2551 Dalton Pike SE | Cleveland, TN | Express Tunnel | Whistle Express Car Wash | 4.6 | 1,486 | $58K |
| Hog Wash Car Wash 1484 Stuart Rd NE | Cleveland, TN | — | — | 3.5 | 339 | $75K |
| Wash Factory Express 835 Callen Ln NW | Cleveland, TN | Express Tunnel | Wash Factory Express | 4.3 | 309 | $75K |
| Classic Collision 2709 S Lee Hwy | Cleveland, TN | — | — | 4.5 | 290 | $53K |
| Howard’s Premium Auto Detailing 3201 APD 40 | Cleveland, TN | Detail Shop | — | 5.0 | 253 | $53K |
| Splash Car Wash 4596 N Lee Hwy | Cleveland, TN | — | — | 4.4 | 222 | $75K |
| Cleveland Collision Center 2091 Waterlevel Hwy | Cleveland, TN | — | — | 4.5 | 204 | $53K |
| Elite Window Tint & Detail 2110 Dalton Pike SE | Cleveland, TN | Detail Shop | — | 5.0 | 106 | $53K |
| Miracle Car Wash 4596 N Lee Hwy | Cleveland, TN | Express Tunnel | Miracle Car Wash | 4.6 | 104 | $75K |
| Select Auto Detailing 1365 Wildwood Ave SE | Cleveland, TN | — | — | 5.0 | 58 | $53K |
| Xtreme Details 1420 25th St NW | Cleveland, TN | — | — | 3.7 | 45 | $53K |
| DiFiore's Auto Detailing 1463 Red Hill Valley Rd SE | Cleveland, TN | Detail Shop | — | 4.7 | 41 | $58K |
| Elite Auto Aesthetics Mobile Detailing 4007 Bates Pike SE | Cleveland, TN | — | — | 5.0 | 30 | $58K |
| NTown Motorsports, LLC 2800 S Lee Hwy | Cleveland, TN | — | — | 4.1 | 28 | $53K |
| bp 9677 US-411 S | Delano, TN | In-Bay Automatic | bp | 4.2 | 23 | $57K |
| Evan's Car Wash 6119-6093 TN-33 | Benton, TN | — | — | 3.7 | 22 | $61K |
| Perfect It Detailing Inc. | , TN | — | — | 4.4 | 18 | — |
| bp 150 Mouse Creek Rd NW | Cleveland, TN | In-Bay Automatic | bp | 3.6 | 17 | $75K |
| Morrison Auto Detailing | , TN | — | — | 5.0 | 14 | — |
| J&S Auto Detailing | , TN | — | — | 5.0 | 13 | — |
| Amoco 8772 Hiwassee St | Charleston, TN | In-Bay Automatic | bp | 3.0 | 13 | $75K |
| Car Wash 965 Paul Huff Pkwy NW | Cleveland, TN | — | — | 3.5 | 11 | $75K |
| Alex Snyder Detailing | , TN | — | — | 5.0 | 10 | — |
| Flawless Finish Auto Detailing | , TN | — | — | 5.0 | 8 | — |
Compare Cleveland to other TN car wash markets
Each link drills into a full per-metro analysis — operator concentration, format mix, and customer-experience signals against the same methodology.
Data as of 2026-06-09. Pick a format and click Copy.
WashIndex. (2026, June 9). Cleveland car wash market analysis. https://washindex.com/car-wash-markets/cleveland-tn
WashIndex. "Cleveland car wash market analysis." WashIndex. Last modified June 9, 2026. https://washindex.com/car-wash-markets/cleveland-tn.
"Cleveland car wash market analysis." WashIndex, Jun. 9, 2026, https://washindex.com/car-wash-markets/cleveland-tn.
@misc{washindex_car_wash_markets_cleveland_tn_2026,
title = {{Cleveland car wash market analysis}},
author = {{WashIndex}},
year = {2026},
month = {Jun},
url = {https://washindex.com/car-wash-markets/cleveland-tn},
urldate = {2026-06-09},
} About this analysis
Car wash inventory for the Cleveland, TN CBSA is determined by point-in-polygon test against the official US Census county boundaries (TIGER/Line, 2024) for the 2 counties that make up the MSA. Each location was verified to fall inside one of those county polygons; lat/lng comes from Google Maps metadata.
Operating-quality signals are derived from 2,289 customer reviews processed through WashIndex's 55-field LLM extraction pipeline. Format classification comes from a separate per-location website-reading classifier. ZIP-level income data is from the IRS Statistics of Income (tax year 2022) — mean Adjusted Gross Income per tax return, which is directionally aligned with ACS median household income but available without authentication.
See our full methodology for the extraction pipeline, validation samples, and aggregation logic. Term definitions in the glossary.
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