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Chain Profile

Clean Express Auto Wash

A WashIndex operator profile assembled from 3,701 AI-extracted Google reviews across 53 locations in 3 states. Customer-experience signals, damage rate, membership health, trade-area competitor density, and a full per-location breakdown.

cleanexpresswash.com Express Tunnel

53 locations across 3 states · dot size scales with review volume

Executive Summary auto-generated from review signals

Clean Express Auto Wash operates 53 locations across 3 states, anchored in Ohio (26), Michigan (15), and Pennsylvania (12). It operates predominantly on the Express Tunnel format and carries a weighted-average Google rating of 4.33★ across 13,706 customer reviews.

Facility cleanliness (+0.78) and staff (+0.46) score most positively. The chain's standout weakness is equipment uptime at -0.53 — customers repeatedly cite broken vacuums, dryers, and tunnel equipment.

Membership cancellation friction is non-trivial at 14.3% of membership-mentioning reviews; reviewer-reported vehicle damage is at 5.57% of reviews.

A significant chain-wide rating decline ran from January 2026 to April 2026 (4 months). The chain's monthly rolling average fell from a baseline of 4.28★ to a low of 3.79★ in February 2026.

The most common themes in 1–2★ reviews from the window were membership / cancellation friction (37% of 1–2★ reviews), price hike / value loss (8% of 1–2★ reviews), vehicle damage (8% of 1–2★ reviews), staff conduct (7% of 1–2★ reviews).

Locations
53
States Served
3
Total Reviews
14K
Avg Rating
4.33
Damage Rate
5.6%
Cancel Friction
14.3%
of mem-mentioning reviews
01 Trends Over Time

Review velocity & rating, month by month.

Review activity at Clean Express Auto Wash locations spans 28 months — from January 2024 through April 2026 — with 5,955 customer reviews captured across the chain in that window. That averages out to roughly 213 reviews per month, with peak monthly velocity hitting 508 in February 2026. Comparing the most recent 14 months to the earlier 14, review velocity is up sharply: an average of 274/month recently versus 151/month earlier (+81%).

Monthly rating shows modest variability — a chain mean of 4.21★ with a standard deviation of 0.23★. The best month, January 2024, hit 4.58★; the worst, February 2026, sat at 3.67★ — a 0.91★ spread between extremes, well within normal seasonal variation for a chain of this size.

What drove the dip. The rating decline ran 4 months, from January 2026 to April 2026. The chain's monthly rolling average fell from a baseline of 4.28★ to a low of 3.79★ in February 2026.

Across the 1–2★ reviews in this window, the dominant complaint themes were membership / cancellation friction (37%), price hike / value loss (8%), vehicle damage (8%), staff conduct (7%). The mix — membership friction stacked with refund disputes, broken equipment, and references to non-operational sites — is a recognizable post-acquisition operational signature rather than a generic customer-service slip.

Monthly review volume

28 months
50838125412702024-012024-042024-072024-102025-012025-042025-072025-102026-012026-04

Average star rating by month

scale 1–5
1.02.03.04.05.02024-012024-042024-072024-102025-012025-042025-072025-102026-012026-04

What customers love

  • Facility Cleanliness +0.78
  • Staff +0.46
  • Wash Quality +0.34

Where customers complain

  • Equipment Working -0.53
  • Membership Value -0.08

Aspect score = (pos − neg) / (pos + neg + mixed), range −1 to +1.

Operational health signals

Damage Claim Rate
5.6%
Reviewer-reported vehicle damage
Membership Mention Rate
26.0%
Share of reviews discussing the program
Cancellation Friction
14.3%
Of mem-mentioning reviews
Upsell Pressure
5.1%
Reviewer complaints about pushy sales
02 Competitive Landscape

Average competitors near each location.

The average Clean Express Auto Wash location operates in a market with 6.0 other car-wash businesses within a 1-mile radius — high trade-area density by the standards of the broader US industry. Expanding the ring outward, density grows to 32.0 competitors within the 1–3 mile band and 55.7 within the 3–5 mile band, for a total of roughly 94 nearby car-wash operators inside the 5-mile trade-area boundary on average.

The distribution across locations is uneven. 1 sites (2%) have no other car wash within 1 mile, 6 (11%) have 1–2 competitors at that range, 23 (43%) have 3–5, and 23 (43%) operate in densely-competitive urban-core markets with 6 or more car washes inside a 1-mile ring. Median competitor counts (a less-skewed view than averages): 4 within 1 mile, 26 within 3 miles, 47 within 5 miles.

Quality of nearby competition matters as much as raw count. The average Google rating of competitors within 1 mile of a Clean Express Auto Wash location is 4.29★ — that's the bar each site is benchmarked against by customers choosing where to wash. Per our Car Wash Cannibalization Research, trade areas with 3–10 same-quality competitors typically produce the strongest customer-ramp economics for new operators; empty markets and saturated markets both underperform.

Cross-referencing competitor density with per-site rating reveals a notable pattern. Sites in dense competitive markets (6+ competitors within 1 mi) average 4.18★ — 0.19★ below sites in sparse markets (≤1 competitor) which average 4.37★. Heavy competition appears to correlate with weaker customer-experience scores at Clean Express Auto Wash locations, consistent with the cluster-saturation cliff documented in our cannibalization research.

Most-competitive sites in the network: Waterford Township, MI (45 competitors within 1 mi, rating 3.4★); Dearborn Heights, MI (13 competitors within 1 mi, rating 3.7★); Eastlake, OH (12 competitors within 1 mi, rating 4.4★). Least-competitive sites: Elyria, OH (0 within 1 mi, rating 4.5★); Washington, PA (1 within 1 mi, rating 4.2★); Lambertville, MI (1 within 1 mi, rating 4.4★).

Other car wash places within ring distances of each Clean Express Auto Wash location, computed by haversine distance against the WashIndex location index. Sister sites in the same chain are excluded.

Within 1 mile
6.0
avg · median 4
Within 1 – 3 miles
32.0
avg · median 26
Within 3 – 5 miles
55.7
avg · median 47
03 Amenities Mentioned

What customers call out by name.

Free vacuums are the most-mentioned amenity at Clean Express Auto Wash locations, surfacing in 11.0% of customer reviews. For chains where free vacuums lead, that's typically the strongest single retention amenity — express-tunnel customers explicitly value the post-wash vacuum bay and chains that remove or paywall the vacuums tend to see a measurable rating drop.

Beyond the top mention, the next tier of customer-noted features includes air dryers (2.1%), ceramic spray (1.5%), tire shine (1.4%), paid vacuums (1.1%). These represent the chain's "talked-about" service mix — features customers either appreciate enough to mention or complain about when they're missing.

Upsell-pressure complaints surface in 5.1% of reviews — elevated relative to a 1% industry norm. Reviewers describe being pushed into ceramic-coating add-ons, tire-shine upgrades, or premium-tier wash packages at the kiosk. High upsell rates often pair with member-pricing changes and are a marker of point-of-sale conversion-rate optimization at acquired sites.

Free Vacuums
11.0% of reviews
Air Dryer
2.1% of reviews
Ceramic Spray
1.5% of reviews
Tire Shine
1.4% of reviews
Paid Vacuums
1.1% of reviews
Underbody Wash
0.7% of reviews
License-Plate Recognition
0.6% of reviews
04 Geographic Footprint

States served.

Ohio is the largest single market (26 of 53 locations, 49% of the footprint), with material presence across 2 other states. The next two markets are Michigan (15 locations) and Pennsylvania (12). The footprint is meaningfully multi-state, which both diversifies state-specific risk and complicates uniform operational benchmarking.

Review density per location varies meaningfully across the footprint: Ohio locations average 366 reviews each (highest in the network), while Michigan locations average 103 (lowest). That gap is a proxy for relative customer-traffic intensity at the state level — older, more-established markets tend to accumulate more reviews per site than newer expansion territories.

Customer ratings vary materially by state: Ohio runs highest at 4.38★, while Michigan sits lowest at 4.02★ — a 0.36★ spread across the footprint. 1 state runs at least 0.15★ below the chain-wide weighted-average rating: Michigan (4.02★ vs chain mean 4.33★, 15 locations). Cross-state gaps of this magnitude usually reflect either localized operational issues (a problem district manager, regional vendor, or labor-market shock) or a concentration of recently-acquired sites that haven't yet stabilized — both worth investigating at the per-location level.

State Locations Total Reviews Avg Rating
Ohio 26 9,505 4.38
Michigan 15 1,551 4.02
Pennsylvania 12 2,650 4.34
05 Per-Location Drill-Down

Every site, scored.

Across the 53 Clean Express Auto Wash locations with scored review data, the median Google rating is 4.3★ and the chain-wide mean is 4.24★. Standard deviation across locations is 0.26★ — a measure of how consistently the chain operates from site to site. A standard deviation below 0.2 indicates highly consistent operations; above 0.4 indicates the chain has meaningful per-location quality variance, often tied to acquired versus organically-built sites.

Distribution by rating band: 2 locations below 3.5★ (4%), 5 between 3.5–4.0★ (9%), 25 between 4.0–4.4★ (47%), and 21 at 4.4★ or higher (40%). The most-resilient car-wash operators in our research typically have at least 60% of locations in the 4.0–4.4★ band — that's the rating tier with the lowest cannibalization risk when new competitors arrive.

Highest-rated location in the network: New Kensington, PA at 4.5★ (297 reviews). Lowest-rated: Roseville, MI at 3.4★ — a 1.1★ spread between the chain's best and worst-performing sites. The busiest location by review volume is South Euclid, OH with 1,139 reviews, reflecting both market size and customer-traffic density.

The five lowest-rated locations in the network are worth investigating individually: Roseville, MI (3.4★, 170 reviews); Waterford Township, MI (3.4★, 120 reviews); Livonia, MI (3.6★, 32 reviews); Dearborn Heights, MI (3.7★, 90 reviews); Bridgeville, PA (3.9★, 91 reviews). 4 of the 5 lowest-rated sites sit in MI — a geographic cluster suggesting a state-level operational issue (district leadership, regional vendor, local labor-market dynamics, or a concentration of recently-acquired sites that haven't yet stabilized) rather than independent per-site problems.

Expand any row in the table below to see that location's full operating profile: trade-area competitor rings (count and avg rating within 1, 3, and 5 miles), the per-location damage rate and membership-cancellation friction rate where sample size allows, the four most-distinctive aspect-sentiment signals (e.g. staff, equipment, value), and a monthly review-velocity sparkline showing how that specific site has trended over the data window.

South Euclid, OH 4365 Mayfield Rd
4.5 1,139 reviews Comp 3 / 20 / 67

Trade-Area Competitors

Within 1 mi 3 (3.6★)
1 – 3 mi 20 (4.4★)
3 – 5 mi 67 (4.1★)
Nearest competitors (≤ 1 mi)
  • Tropic Auto Detail 0.71 mi · 5.0★
  • bp 0.75 mi · 2.4★
  • Heights Car Wash 0.81 mi · 3.3★

Operational Signals

Damage rate 5.7%
Cancel friction 11.5%
Mem mention rate 21.1%
Scored reviews 123
Most-distinctive aspects
  • Equipment Working -0.79
  • Wait Time -0.52
  • Staff +0.26
  • Per-Wash Price +0.20

Monthly Review Velocity

2024-01 2026-04
Cleveland, OH 3606 Carnegie Ave
4.4 1,024 reviews Comp 12 / 89 / 64

Trade-Area Competitors

Within 1 mi 12 (4.3★)
1 – 3 mi 89 (4.7★)
3 – 5 mi 64 (4.2★)
Nearest competitors (≤ 1 mi)
  • Winners Window Tint And Wraps 0.05 mi · 4.7★
  • Eddy's Square Deal Hand Car 0.15 mi · 4.0★
  • G2Limitless Auto Spa 0.26 mi · 5.0★
  • G2Limitless Auto Spa 0.26 mi
  • iDetalz automotive Detailing 0.27 mi

Operational Signals

Damage rate 3.6%
Cancel friction 16.0%
Mem mention rate 30.1%
Scored reviews 83
Most-distinctive aspects
  • Equipment Working -0.90
  • Wait Time -0.38
  • Staff +0.33
  • Per-Wash Price +0.25

Monthly Review Velocity

2024-01 2026-04
Toledo, OH 2411 W Laskey Rd
4.3 676 reviews Comp 7 / 31 / 67

Trade-Area Competitors

Within 1 mi 7 (4.3★)
1 – 3 mi 31 (4.4★)
3 – 5 mi 67 (4.6★)
Nearest competitors (≤ 1 mi)
  • D J's Car Wash-Self-Services 0.17 mi · 3.7★
  • Bubble Up 0.27 mi
  • Jlloyd's auto detailing 0.32 mi · 5.0★
  • 5 Stars AutoSales & Repairs 0.35 mi · 5.0★
  • VIP AUTO DETAILING 0.54 mi

Operational Signals

Damage rate 6.7%
Cancel friction 17.4%
Mem mention rate 38.3%
Scored reviews 60
Most-distinctive aspects
  • Equipment Working -0.64
  • Staff +0.52
  • Facility Cleanliness +0.50
  • Wait Time -0.33

Monthly Review Velocity

2024-01 2026-04
Toledo, OH 3119 Central Park West
4.3 632 reviews Comp 6 / 26 / 41

Trade-Area Competitors

Within 1 mi 6 (4.1★)
1 – 3 mi 26 (4.2★)
3 – 5 mi 41 (4.4★)
Nearest competitors (≤ 1 mi)
  • S&G #56 0.17 mi · 2.8★
  • RUSS' CAR WASH 0.24 mi · 5.0★
  • BSM Automotive Detailing 0.35 mi · 5.0★
  • TST Appearance Center 0.93 mi · 4.3★
  • Ziebart 0.96 mi · 4.5★

Operational Signals

Damage rate 3.1%
Cancel friction 13.3%
Mem mention rate 31.3%
Scored reviews 96
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.67
  • Wash Quality +0.47
  • Staff +0.37

Monthly Review Velocity

2024-01 2026-04
Toledo, OH 4340 Heatherdowns Blvd
4.1 616 reviews Comp 4 / 30 / 52

Trade-Area Competitors

Within 1 mi 4 (4.3★)
1 – 3 mi 30 (4.4★)
3 – 5 mi 52 (4.5★)
Nearest competitors (≤ 1 mi)
  • CARess Car Wash 0.09 mi · 3.6★
  • Suds Auto Detailing, LLC 0.67 mi · 5.0★
  • Next Level Detailing 0.71 mi
  • MEW's Mobile Detailing 0.71 mi

Operational Signals

Damage rate 6.2%
Cancel friction
Mem mention rate 27.7%
Scored reviews 65
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.85
  • Wait Time -0.60
  • Per-Wash Price -0.50

Monthly Review Velocity

2024-01 2026-04
Parma, OH 5720 Broadview Rd
4.4 528 reviews Comp 7 / 36 / 82

Trade-Area Competitors

Within 1 mi 7 (4.3★)
1 – 3 mi 36 (4.3★)
3 – 5 mi 82 (4.4★)
Nearest competitors (≤ 1 mi)
  • Wheely Clean Car Wash 0.35 mi · 4.4★
  • Factory detailing 0.50 mi · 5.0★
  • Kd Auto Detailing 0.59 mi · 5.0★
  • JB’s Mobile Detailing 0.82 mi · 4.4★
  • bp 0.85 mi · 3.2★

Operational Signals

Damage rate 6.7%
Cancel friction
Mem mention rate 18.3%
Scored reviews 60
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wait Time -0.60
  • Membership Value -0.50
  • Equipment Working -0.43

Monthly Review Velocity

2024-01 2026-04
Allison Park, PA 4867 William Flinn Hwy
4.2 515 reviews Comp 7 / 9 / 12

Trade-Area Competitors

Within 1 mi 7 (3.4★)
1 – 3 mi 9 (4.2★)
3 – 5 mi 12 (4.6★)
Nearest competitors (≤ 1 mi)
  • Aspect Auto Mobile Detailing 0.25 mi · 1.0★
  • Foreign Traffic Import Sales & Service 0.25 mi · 4.8★
  • In the Details Auto Spa 0.46 mi · 5.0★
  • Touchless Automatic 0.73 mi · 4.0★
  • Sheetz 0.90 mi · 3.6★

Operational Signals

Damage rate 3.7%
Cancel friction 4.3%
Mem mention rate 42.6%
Scored reviews 54
Most-distinctive aspects
  • Wait Time -0.75
  • Per-Wash Price +0.56
  • Equipment Working -0.50
  • Membership Value +0.37

Monthly Review Velocity

2024-01 2026-04
Maple Heights, OH 5510 Warrensville Center Rd
4.5 471 reviews Comp 12 / 33 / 35

Trade-Area Competitors

Within 1 mi 12 (4.0★)
1 – 3 mi 33 (4.3★)
3 – 5 mi 35 (4.3★)
Nearest competitors (≤ 1 mi)
  • Amoco 0.08 mi · 2.5★
  • Amoco 0.54 mi · 1.0★
  • Wash N Go No Touch Car Wash 0.62 mi · 3.9★
  • The Car Wash 0.84 mi · 4.5★
  • Motorcars Acura Auto Detail Center 0.85 mi · 5.0★

Operational Signals

Damage rate 6.8%
Cancel friction 4.8%
Mem mention rate 28.8%
Scored reviews 73
Most-distinctive aspects
  • Equipment Working -0.75
  • Facility Cleanliness +0.71
  • Per-Wash Price +0.69
  • Staff +0.59

Monthly Review Velocity

2024-01 2026-04
East McKeesport, PA 400 Lincoln Hwy
4.5 463 reviews Comp 4 / 15 / 41

Trade-Area Competitors

Within 1 mi 4 (4.7★)
1 – 3 mi 15 (4.4★)
3 – 5 mi 41 (4.3★)
Nearest competitors (≤ 1 mi)
  • Ballou Auto Spa 0.09 mi · 5.0★
  • Rihn Detailing 0.16 mi
  • Car Wash 0.33 mi · 5.0★
  • Mr Clean Car Wash 0.64 mi · 4.2★

Operational Signals

Damage rate 6.9%
Cancel friction
Mem mention rate 24.1%
Scored reviews 58
Most-distinctive aspects
  • Facility Cleanliness -1.00
  • Equipment Working -0.50
  • Membership Value -0.33
  • Staff +0.27

Monthly Review Velocity

2024-01 2026-04
Streetsboro, OH 9475 OH-14
4.5 443 reviews Comp 3 / 5 / 8

Trade-Area Competitors

Within 1 mi 3 (4.1★)
1 – 3 mi 5 (4.1★)
3 – 5 mi 8 (3.6★)
Nearest competitors (≤ 1 mi)
  • Sgt. Clean Car Wash 0.23 mi · 4.5★
  • Streetsboro Laserwash 0.59 mi · 4.5★
  • Sheetz 0.69 mi · 3.2★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 38
Most-distinctive aspects
  • Equipment Working -1.00
  • Membership Value -0.50
  • Staff +0.47
  • Wait Time +0.33

Monthly Review Velocity

2024-01 2026-04
Solon, OH 34235 Aurora Rd
4.5 433 reviews Comp 2 / 7 / 20

Trade-Area Competitors

Within 1 mi 2 (4.5★)
1 – 3 mi 7 (4.7★)
3 – 5 mi 20 (4.3★)
Nearest competitors (≤ 1 mi)
  • Brushwood Auto Detailing LLC 0.49 mi · 5.0★
  • Finish Line Car Wash 0.53 mi · 4.1★

Operational Signals

Damage rate 7.1%
Cancel friction 5.0%
Mem mention rate 23.8%
Scored reviews 84
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.50
  • Staff +0.49
  • Wash Quality +0.30

Monthly Review Velocity

2024-01 2026-04
Middleburg Heights, OH 18170 Bagley Rd
4.5 392 reviews Comp 3 / 36 / 69

Trade-Area Competitors

Within 1 mi 3 (5.0★)
1 – 3 mi 36 (4.4★)
3 – 5 mi 69 (4.3★)
Nearest competitors (≤ 1 mi)
  • DJs Mobile Wash 0.27 mi
  • Bonsell auto detailing 0.47 mi · 5.0★
  • Aesthetic Finish & Film 0.61 mi · 5.0★

Operational Signals

Damage rate 3.3%
Cancel friction
Mem mention rate 28.3%
Scored reviews 60
Most-distinctive aspects
  • Wait Time +0.57
  • Wash Quality +0.51
  • Facility Cleanliness +0.43
  • Staff +0.24

Monthly Review Velocity

2024-01 2026-04
Eastlake, OH 33721 Vine St
4.4 379 reviews Comp 12 / 23 / 34

Trade-Area Competitors

Within 1 mi 12 (4.7★)
1 – 3 mi 23 (4.3★)
3 – 5 mi 34 (4.4★)
Nearest competitors (≤ 1 mi)
  • Finish Line Express Car Wash 0.42 mi · 4.4★
  • Hawg Hawlers 0.60 mi
  • Deja Vu Auto Detailing 0.79 mi · 5.0★
  • Stevens Auto & Truck Accessories, Inc. 0.83 mi · 4.4★
  • Stevens Car Care Products 0.86 mi · 4.4★

Operational Signals

Damage rate 6.7%
Cancel friction 23.8%
Mem mention rate 28.0%
Scored reviews 75
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Membership Value -0.45
  • Equipment Working -0.33
  • Wash Quality +0.28

Monthly Review Velocity

2024-01 2026-04
Garfield Heights, OH 12611 Rockside Rd
4.3 377 reviews Comp 3 / 26 / 59

Trade-Area Competitors

Within 1 mi 3 (4.1★)
1 – 3 mi 26 (4.5★)
3 – 5 mi 59 (4.3★)
Nearest competitors (≤ 1 mi)
  • truenorth 0.09 mi · 3.2★
  • Uptown Auto Detail LLC 0.20 mi · 4.0★
  • Cascone Auto Concepts 0.44 mi · 5.0★

Operational Signals

Damage rate 9.7%
Cancel friction
Mem mention rate 29.0%
Scored reviews 62
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.67
  • Wash Quality -0.47
  • Per-Wash Price -0.40

Monthly Review Velocity

2024-01 2026-04
Perrysburg, OH 27393 Holiday Ln
4.5 324 reviews Comp 3 / 13 / 19

Trade-Area Competitors

Within 1 mi 3 (4.6★)
1 – 3 mi 13 (4.2★)
3 – 5 mi 19 (4.4★)
Nearest competitors (≤ 1 mi)
  • Tsunami Express Car Wash 0.21 mi · 4.0★
  • Detail Oriented Auto Detailing, LLC 0.60 mi · 5.0★
  • KT’s Mobile Detailing 0.98 mi · 4.8★

Operational Signals

Damage rate 6.8%
Cancel friction
Mem mention rate 28.8%
Scored reviews 59
Most-distinctive aspects
  • Wait Time +1.00
  • Equipment Working -0.71
  • Facility Cleanliness +0.60
  • Staff +0.57

Monthly Review Velocity

2024-01 2026-04
North Royalton, OH 6165 Royalton Rd
4.4 308 reviews Comp 2 / 19 / 44

Trade-Area Competitors

Within 1 mi 2 (4.5★)
1 – 3 mi 19 (4.6★)
3 – 5 mi 44 (4.5★)
Nearest competitors (≤ 1 mi)
  • Blue Falls Car Wash 0.38 mi · 4.1★
  • T C's Mobile Power Wash Inc 0.90 mi · 5.0★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 49
Most-distinctive aspects
  • Wait Time -0.60
  • Per-Wash Price +0.50
  • Membership Value -0.50
  • Equipment Working -0.43

Monthly Review Velocity

2024-01 2026-04
New Kensington, PA 97 Tarentum Bridge Rd
4.5 297 reviews Comp 5 / 13 / 11

Trade-Area Competitors

Within 1 mi 5 (3.9★)
1 – 3 mi 13 (4.3★)
3 – 5 mi 11 (4.3★)
Nearest competitors (≤ 1 mi)
  • GetGo Gas Station & WetGo Car Wash 0.15 mi · 3.6★
  • Sheetz 0.30 mi · 3.6★
  • Bouchard's Car Wash 0.42 mi · 4.7★
  • Automotion Auto Detailing 0.58 mi · 4.5★
  • Tarentum Splash n Dash 0.74 mi · 3.0★

Operational Signals

Damage rate 5.9%
Cancel friction
Mem mention rate 27.9%
Scored reviews 68
Most-distinctive aspects
  • Staff +0.78
  • Facility Cleanliness +0.50
  • Wait Time -0.33
  • Equipment Working -0.33

Monthly Review Velocity

2024-01 2026-04
Elyria, OH 620 Griswold Rd
4.5 296 reviews Comp 0 / 20 / 39

Trade-Area Competitors

Within 1 mi 0
1 – 3 mi 20 (4.4★)
3 – 5 mi 39 (4.1★)

Operational Signals

Damage rate 1.6%
Cancel friction
Mem mention rate 20.3%
Scored reviews 64
Most-distinctive aspects
  • Per-Wash Price +0.69
  • Staff +0.58
  • Membership Value +0.50
  • Wash Quality +0.38

Monthly Review Velocity

2024-01 2026-04
West Mifflin, PA 2100 Mountain View Dr
4.5 248 reviews Comp 3 / 20 / 47

Trade-Area Competitors

Within 1 mi 3 (4.2★)
1 – 3 mi 20 (4.3★)
3 – 5 mi 47 (4.2★)
Nearest competitors (≤ 1 mi)
  • Sheetz 0.26 mi · 2.7★
  • Simyak Mobile Auto Detailing 0.36 mi · 5.0★
  • Redline Auto Detailing LLC 0.95 mi · 5.0★

Operational Signals

Damage rate 5.4%
Cancel friction
Mem mention rate 26.8%
Scored reviews 56
Most-distinctive aspects
  • Facility Cleanliness +0.60
  • Wash Quality +0.52
  • Staff +0.50
  • Wait Time +0.33

Monthly Review Velocity

2024-01 2026-04
Brentwood, PA 2929 Clairton Blvd
4.5 247 reviews Comp 7 / 35 / 108

Trade-Area Competitors

Within 1 mi 7 (4.3★)
1 – 3 mi 35 (4.3★)
3 – 5 mi 108 (4.5★)
Nearest competitors (≤ 1 mi)
  • JCWL Mobile Car Detailing 0.32 mi · 5.0★
  • Wetgo Car Wash 0.42 mi · 3.8★
  • GetGo Café + Market & WetGo Car Wash 0.44 mi · 3.1★
  • Mr. Magic Car Wash - Brentwood 0.52 mi · 4.5★
  • TINT'n'SHYT LLC 0.65 mi · 4.6★

Operational Signals

Damage rate 4.1%
Cancel friction 5.0%
Mem mention rate 27.6%
Scored reviews 145
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wash Quality +0.64
  • Membership Value +0.58
  • Staff +0.56

Monthly Review Velocity

2024-08 2026-04
Roseville, MI 26429 Gratiot Ave
4.1 226 reviews Comp 8 / 55 / 65

Trade-Area Competitors

Within 1 mi 8 (4.1★)
1 – 3 mi 55 (4.1★)
3 – 5 mi 65 (4.2★)
Nearest competitors (≤ 1 mi)
  • Cosmo's Car Wash 0.00 mi
  • bp 0.41 mi · 3.9★
  • Kings detailing 0.45 mi · 5.0★
  • Original $3 Soft Cloth Car Wash 0.46 mi · 3.0★
  • Roseville Truck Wash 0.71 mi · 4.4★

Operational Signals

Damage rate 2.7%
Cancel friction 9.7%
Mem mention rate 21.1%
Scored reviews 147
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.68
  • Equipment Working -0.63
  • Wash Quality +0.34

Monthly Review Velocity

2024-06 2026-04
Parma, OH 7600 Broadview Rd
4.3 208 reviews Comp 7 / 18 / 70

Trade-Area Competitors

Within 1 mi 7 (4.2★)
1 – 3 mi 18 (4.7★)
3 – 5 mi 70 (4.4★)
Nearest competitors (≤ 1 mi)
  • Mavics Mobile Auto Detailing 0.16 mi · 4.9★
  • truenorth 0.20 mi · 2.8★
  • Parma LaserWash 0.30 mi · 4.1★
  • Velvet Touch Car Wash 0.42 mi · 3.8★
  • CDubs Detailing 0.43 mi · 4.9★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 47
Most-distinctive aspects
  • Equipment Working -0.75
  • Facility Cleanliness +0.60
  • Membership Value -0.60
  • Per-Wash Price -0.43

Monthly Review Velocity

2024-01 2026-04
Macedonia, OH 9900 S Fwy Dr
4.3 181 reviews Comp 2 / 21 / 13

Trade-Area Competitors

Within 1 mi 2 (4.5★)
1 – 3 mi 21 (4.2★)
3 – 5 mi 13 (4.2★)
Nearest competitors (≤ 1 mi)
  • Macedonia Laser Wash 0.54 mi · 4.1★
  • Wrapped By SB 0.64 mi · 4.9★

Operational Signals

Damage rate 1.8%
Cancel friction
Mem mention rate 18.2%
Scored reviews 55
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.66
  • Wash Quality +0.64
  • Equipment Working -0.60

Monthly Review Velocity

2024-01 2026-04
Toledo, OH 5175 Airport Hwy
4.5 172 reviews Comp 5 / 41 / 43

Trade-Area Competitors

Within 1 mi 5 (4.7★)
1 – 3 mi 41 (4.3★)
3 – 5 mi 43 (4.5★)
Nearest competitors (≤ 1 mi)
  • Ron’s Detail On The Go - Toledo Mobile Detailing & Fleet Washing 0.56 mi · 5.0★
  • Affordable Auto Detailing 0.58 mi · 4.8★
  • OFats AutoSpa 0.65 mi · 4.9★
  • Sparkle K's Express Car Wash Toledo 0.82 mi · 4.1★
  • EXPRESS EXTERIOR WASH 0.82 mi

Operational Signals

Damage rate 2.6%
Cancel friction
Mem mention rate 8.5%
Scored reviews 117
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wash Quality +0.76
  • Staff +0.68
  • Membership Value -0.50

Monthly Review Velocity

2025-05 2026-04
Roseville, MI 32976 Gratiot Ave
3.4 170 reviews Comp 4 / 45 / 66

Trade-Area Competitors

Within 1 mi 4 (3.7★)
1 – 3 mi 45 (4.1★)
3 – 5 mi 66 (4.1★)
Nearest competitors (≤ 1 mi)
  • Waycomb 0.41 mi
  • bp 0.52 mi · 2.3★
  • Only Connections 0.91 mi · 5.0★
  • Detroit's Finest Auto Detailers 0.98 mi · 3.8★

Operational Signals

Damage rate 7.4%
Cancel friction 15.4%
Mem mention rate 32.2%
Scored reviews 121
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.85
  • Wait Time -0.45
  • Per-Wash Price -0.28

Monthly Review Velocity

2024-04 2026-04
Mentor, OH 7796 Munson Rd
4.2 170 reviews Comp 3 / 17 / 30

Trade-Area Competitors

Within 1 mi 3 (3.7★)
1 – 3 mi 17 (4.5★)
3 – 5 mi 30 (4.4★)
Nearest competitors (≤ 1 mi)
  • Sheetz 0.04 mi · 3.8★
  • Zappy's Auto Washes 0.20 mi · 3.5★
  • Zappy's Auto Washes 0.85 mi · 3.9★

Operational Signals

Damage rate 8.2%
Cancel friction 13.3%
Mem mention rate 24.6%
Scored reviews 122
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wait Time +0.75
  • Wash Quality +0.62
  • Equipment Working -0.43

Monthly Review Velocity

2024-12 2026-03
Pleasant Hills, PA 402 Clairton Blvd
4.4 160 reviews Comp 4 / 16 / 48

Trade-Area Competitors

Within 1 mi 4 (4.3★)
1 – 3 mi 16 (4.4★)
3 – 5 mi 48 (4.3★)
Nearest competitors (≤ 1 mi)
  • Mr. Magic Car Wash - Pleasant Hills 0.57 mi · 4.7★
  • ClearView Detailing 0.71 mi · 5.0★
  • Simyak Mobile Auto Detailing 0.96 mi · 5.0★
  • Sheetz 1.00 mi · 2.7★

Operational Signals

Damage rate 1.8%
Cancel friction
Mem mention rate 33.9%
Scored reviews 56
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.59
  • Membership Value +0.47
  • Per-Wash Price +0.33

Monthly Review Velocity

2024-01 2026-04
Lincoln Park, MI 2350 Fort St
4.4 156 reviews Comp 9 / 75 / 56

Trade-Area Competitors

Within 1 mi 9 (4.6★)
1 – 3 mi 75 (4.0★)
3 – 5 mi 56 (4.3★)
Nearest competitors (≤ 1 mi)
  • Rio.Details 0.07 mi
  • Rio.Details 0.07 mi · 5.0★
  • Fast Splash Car Wash 0.36 mi · 4.4★
  • Star Line Detailing LLC 0.43 mi
  • Skinidi drive 0.63 mi

Operational Signals

Damage rate 5.4%
Cancel friction 4.8%
Mem mention rate 18.8%
Scored reviews 112
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.70
  • Wash Quality +0.53
  • Wait Time +0.43

Monthly Review Velocity

2025-07 2026-04
North Huntingdon, PA 8695 Lincoln Hwy
4.1 155 reviews Comp 7 / 12 / 21

Trade-Area Competitors

Within 1 mi 7 (4.2★)
1 – 3 mi 12 (4.7★)
3 – 5 mi 21 (4.6★)
Nearest competitors (≤ 1 mi)
  • Sheetz 0.23 mi · 3.5★
  • bp 0.67 mi · 4.0★
  • Car Wash 0.70 mi · 5.0★
  • Car Wash 0.71 mi · 3.5★
  • Auto Medics LLC 0.78 mi · 4.5★

Operational Signals

Damage rate 7.8%
Cancel friction 10.0%
Mem mention rate 29.4%
Scored reviews 102
Most-distinctive aspects
  • Facility Cleanliness +0.60
  • Staff +0.58
  • Wash Quality +0.55
  • Equipment Working -0.33

Monthly Review Velocity

2024-08 2026-04
Washington, PA 177 Old Mill Blvd
4.2 147 reviews Comp 1 / 17 / 8

Trade-Area Competitors

Within 1 mi 1 (4.8★)
1 – 3 mi 17 (4.4★)
3 – 5 mi 8 (4.4★)
Nearest competitors (≤ 1 mi)
  • Tidal Wave Auto Spa | Car Wash 0.25 mi · 4.8★

Operational Signals

Damage rate 5.9%
Cancel friction
Mem mention rate 31.4%
Scored reviews 51
Most-distinctive aspects
  • Wash Quality +0.59
  • Staff +0.48
  • Facility Cleanliness +0.33
  • Per-Wash Price +0.20

Monthly Review Velocity

2024-01 2026-03
Cleveland, OH 3278 Steelyard Dr
4.2 145 reviews Comp 3 / 100 / 85

Trade-Area Competitors

Within 1 mi 3 (4.3★)
1 – 3 mi 100 (4.6★)
3 – 5 mi 85 (4.3★)
Nearest competitors (≤ 1 mi)
  • bp 0.37 mi · 3.8★
  • American Pride Car Wash 0.63 mi · 4.0★
  • Mobile Detailers 0.75 mi · 5.0★

Operational Signals

Damage rate 9.7%
Cancel friction
Mem mention rate 27.4%
Scored reviews 62
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.67
  • Staff +0.51
  • Wash Quality +0.28

Monthly Review Velocity

2024-01 2026-04
Toledo, OH 5918 Dorr St
4.3 128 reviews Comp 4 / 33 / 61

Trade-Area Competitors

Within 1 mi 4 (4.7★)
1 – 3 mi 33 (4.2★)
3 – 5 mi 61 (4.5★)
Nearest competitors (≤ 1 mi)
  • Done In A Day Detailing 0.55 mi · 5.0★
  • Five$ Automotive Detailing LLC 0.74 mi
  • Toledo Detailing 0.86 mi · 5.0★
  • D J's Car Wash Self Serve 0.91 mi · 4.0★

Operational Signals

Damage rate 9.5%
Cancel friction
Mem mention rate 25.7%
Scored reviews 74
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Per-Wash Price +0.78
  • Equipment Working -0.71
  • Wash Quality +0.44

Monthly Review Velocity

2024-01 2026-03
Warren, MI 28740 Mound Rd
4.2 125 reviews Comp 3 / 46 / 106

Trade-Area Competitors

Within 1 mi 3 (4.9★)
1 – 3 mi 46 (4.1★)
3 – 5 mi 106 (4.0★)
Nearest competitors (≤ 1 mi)
  • El Car Wash - Warren 0.32 mi · 4.8★
  • Road Ready Mobile Detailing 0.54 mi · 5.0★
  • Inspire Auto Detailing 0.79 mi · 5.0★

Operational Signals

Damage rate 5.5%
Cancel friction
Mem mention rate 26.0%
Scored reviews 73
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wash Quality +0.42
  • Staff +0.40
  • Per-Wash Price -0.33

Monthly Review Velocity

2025-01 2026-04
Strongsville, OH 16860 Royalton Rd
4.3 124 reviews Comp 3 / 19 / 34

Trade-Area Competitors

Within 1 mi 3 (3.8★)
1 – 3 mi 19 (4.2★)
3 – 5 mi 34 (4.5★)
Nearest competitors (≤ 1 mi)
  • bp 0.11 mi · 3.4★
  • Car Wash 0.12 mi · 4.3★
  • T.O.'S AUTO DETAILING 0.71 mi

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 44
Most-distinctive aspects
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Staff +0.45
  • Wash Quality +0.39

Monthly Review Velocity

2024-01 2026-04
Pittsburgh, PA 6300 Steubenville Pike
4.3 122 reviews Comp 4 / 8 / 28

Trade-Area Competitors

Within 1 mi 4 (4.2★)
1 – 3 mi 8 (3.5★)
3 – 5 mi 28 (4.6★)
Nearest competitors (≤ 1 mi)
  • Sheetz 0.13 mi · 3.9★
  • McBubbles Car Wash 0.27 mi · 3.2★
  • Sir Duke Mobile Car Wash And Detailing, LLC 0.60 mi · 4.8★
  • Pro Line Auto Detailing 0.72 mi · 4.8★

Operational Signals

Damage rate 6.3%
Cancel friction 6.9%
Mem mention rate 36.7%
Scored reviews 79
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.54
  • Wash Quality +0.50
  • Equipment Working -0.43

Monthly Review Velocity

2025-03 2026-04
Waterford Township, MI 4300 Pontiac Lake Rd
3.4 120 reviews Comp 45 / 47 / 42

Trade-Area Competitors

Within 1 mi 45 (4.7★)
1 – 3 mi 47 (4.4★)
3 – 5 mi 42 (4.3★)
Nearest competitors (≤ 1 mi)
  • Sunny Skies Car Wash 0.22 mi
  • Mister Car Wash 0.25 mi · 3.9★
  • Waterford Auto Shine 0.78 mi · 4.8★
  • Finishing Touch Auto Spa | Expert Paint Protection Studio 0.81 mi · 5.0★
  • Vehiclean Mobile Auto Detailing 0.88 mi

Operational Signals

Damage rate 10.5%
Cancel friction 35.5%
Mem mention rate 32.6%
Scored reviews 95
Most-distinctive aspects
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Per-Wash Price -0.60
  • Staff +0.33

Monthly Review Velocity

2024-11 2026-04
Maumee, OH 165 W Dussel Dr
4.2 115 reviews Comp 6 / 24 / 38

Trade-Area Competitors

Within 1 mi 6 (4.2★)
1 – 3 mi 24 (4.5★)
3 – 5 mi 38 (4.4★)
Nearest competitors (≤ 1 mi)
  • Jim White Honda Service Department 0.05 mi · 4.1★
  • Maumee Super Wash 0.17 mi · 3.2★
  • New Tommys Car Wash 0.18 mi
  • ModWash 0.20 mi · 4.9★
  • Boss Detailing, LLC 0.34 mi · 5.0★

Operational Signals

Damage rate 3.0%
Cancel friction 10.0%
Mem mention rate 30.3%
Scored reviews 66
Most-distinctive aspects
  • Wait Time +0.60
  • Wash Quality +0.50
  • Staff +0.42
  • Facility Cleanliness +0.33

Monthly Review Velocity

2024-03 2026-04
Pittsburgh, PA 3010 E Carson St
4.3 114 reviews Comp 4 / 82 / 63

Trade-Area Competitors

Within 1 mi 4 (4.4★)
1 – 3 mi 82 (4.7★)
3 – 5 mi 63 (4.3★)
Nearest competitors (≤ 1 mi)
  • Extra Mile Automotive LLC 0.84 mi · 3.8★
  • C3 Detail & Vinyl 0.91 mi · 5.0★
  • Andrew's Auto Detail 0.91 mi · 5.0★
  • Pittsburgh Pride Car Wash 0.93 mi · 3.9★

Operational Signals

Damage rate 6.1%
Cancel friction
Mem mention rate 25.8%
Scored reviews 66
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Wash Quality +0.70
  • Staff +0.51
  • Wait Time +0.33

Monthly Review Velocity

2024-05 2026-04
Lambertville, MI 7326 Secor Rd
4.4 111 reviews Comp 1 / 13 / 39

Trade-Area Competitors

Within 1 mi 1 (3.6★)
1 – 3 mi 13 (4.1★)
3 – 5 mi 39 (4.5★)
Nearest competitors (≤ 1 mi)
  • Splash Car Wash 0.01 mi · 3.6★

Operational Signals

Damage rate 5.8%
Cancel friction
Mem mention rate 18.8%
Scored reviews 69
Most-distinctive aspects
  • Per-Wash Price +1.00
  • Wait Time +1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00

Monthly Review Velocity

2024-02 2026-04
Southfield, MI 30233 Southfield Rd
4.4 107 reviews Comp 3 / 50 / 105

Trade-Area Competitors

Within 1 mi 3 (4.4★)
1 – 3 mi 50 (4.5★)
3 – 5 mi 105 (4.5★)
Nearest competitors (≤ 1 mi)
  • Jax Kar Wash - Southfield 0.21 mi · 4.2★
  • Amoco 0.66 mi · 4.0★
  • Jay's Auto Detailing 0.94 mi · 4.9★

Operational Signals

Damage rate 2.7%
Cancel friction
Mem mention rate 22.7%
Scored reviews 75
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.71
  • Membership Value -0.67
  • Wash Quality +0.58

Monthly Review Velocity

2025-02 2026-04
Bridgeville, PA 187 Millers Run Rd
3.9 91 reviews Comp 4 / 14 / 30

Trade-Area Competitors

Within 1 mi 4 (3.8★)
1 – 3 mi 14 (4.6★)
3 – 5 mi 30 (4.4★)
Nearest competitors (≤ 1 mi)
  • Xtreme Car & Truck Accessories 0.09 mi · 4.1★
  • GetGo Café + Market & WetGo Car Wash 0.49 mi · 2.7★
  • ModWash 0.76 mi · 4.8★
  • Sheetz 0.80 mi · 3.8★

Operational Signals

Damage rate 5.8%
Cancel friction
Mem mention rate 21.7%
Scored reviews 69
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Per-Wash Price -0.75
  • Membership Value -0.43
  • Staff +0.40

Monthly Review Velocity

2025-05 2026-04
Pittsburgh, PA 201 Mt Nebo Rd
3.9 91 reviews Comp 3 / 27 / 42

Trade-Area Competitors

Within 1 mi 3 (3.1★)
1 – 3 mi 27 (4.4★)
3 – 5 mi 42 (4.4★)
Nearest competitors (≤ 1 mi)
  • Sheetz 0.06 mi · 3.6★
  • Mt Nebo Car Wash 0.19 mi · 2.7★
  • NV Auto Details 0.41 mi · 3.0★

Operational Signals

Damage rate 7.0%
Cancel friction
Mem mention rate 28.1%
Scored reviews 57
Most-distinctive aspects
  • Equipment Working -0.67
  • Wait Time +0.50
  • Membership Value -0.45
  • Staff +0.30

Monthly Review Velocity

2024-01 2026-04
Avon, OH 1884 Nagel Rd
4.2 91 reviews Comp 6 / 16 / 44

Trade-Area Competitors

Within 1 mi 6 (4.7★)
1 – 3 mi 16 (4.3★)
3 – 5 mi 44 (4.6★)
Nearest competitors (≤ 1 mi)
  • QuickBrite Car Wash 0.20 mi · 4.1★
  • wet Go CAR WASH 0.62 mi · 4.4★
  • Lion Auto Detailing 0.75 mi · 5.0★
  • BFH Detailing - Paint Protection Film and Ceramic Coating 0.95 mi · 4.9★
  • TNT Auto Detailing 0.99 mi · 5.0★

Operational Signals

Damage rate 4.4%
Cancel friction
Mem mention rate 25.0%
Scored reviews 68
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Membership Value -1.00
  • Wash Quality +0.62
  • Equipment Working -0.50

Monthly Review Velocity

2024-12 2026-04
Dearborn Heights, MI 25600 Michigan Ave
3.7 90 reviews Comp 13 / 52 / 103

Trade-Area Competitors

Within 1 mi 13 (4.3★)
1 – 3 mi 52 (4.3★)
3 – 5 mi 103 (4.2★)
Nearest competitors (≤ 1 mi)
  • Sleek Automotive 0.18 mi · 5.0★
  • Kenyon’s Auto Detailing 0.18 mi · 5.0★
  • EZ Auto Detailing 0.18 mi
  • Dearborn Hand Wash & Detail | XPEL Paint Protection Film | Window Tint | Ceramic Coating 0.29 mi · 4.6★
  • Westborn Car Wash 0.34 mi · 4.6★

Operational Signals

Damage rate 10.4%
Cancel friction
Mem mention rate 25.4%
Scored reviews 67
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Equipment Working -0.71
  • Wait Time -0.33
  • Per-Wash Price -0.27

Monthly Review Velocity

2025-05 2026-04
St Clair Shores, MI 25100 Harper Ave
4.1 85 reviews Comp 6 / 34 / 58

Trade-Area Competitors

Within 1 mi 6 (4.3★)
1 – 3 mi 34 (4.1★)
3 – 5 mi 58 (4.1★)
Nearest competitors (≤ 1 mi)
  • bp 0.39 mi · 4.3★
  • Spero's Car Wash 0.43 mi · 3.4★
  • Convenient Fuel Services Inc. 0.80 mi
  • bp 0.86 mi · 3.8★
  • Bubbles Auto Spa 0.87 mi · 5.0★

Operational Signals

Damage rate 3.4%
Cancel friction
Mem mention rate 32.8%
Scored reviews 58
Most-distinctive aspects
  • Staff +0.68
  • Facility Cleanliness +0.67
  • Per-Wash Price -0.33
  • Membership Value +0.29

Monthly Review Velocity

2025-08 2026-04
Redford Township, MI 9505 Telegraph Rd
4.2 81 reviews Comp 6 / 60 / 168

Trade-Area Competitors

Within 1 mi 6 (4.4★)
1 – 3 mi 60 (4.2★)
3 – 5 mi 168 (4.3★)
Nearest competitors (≤ 1 mi)
  • T&K Auto, Inc. 0.17 mi · 4.9★
  • bp 0.53 mi · 4.1★
  • Metro Customz 0.56 mi · 4.8★
  • Quality Auto Wash 0.71 mi · 3.7★
  • Jon's Pit Stop Executive Detailing 0.80 mi · 4.8★

Operational Signals

Damage rate 2.0%
Cancel friction
Mem mention rate 13.7%
Scored reviews 51
Most-distinctive aspects
  • Wait Time -1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Staff +0.36

Monthly Review Velocity

2025-12 2026-04
Rochester, MI 10 E Auburn Rd
3.9 78 reviews Comp 5 / 22 / 68

Trade-Area Competitors

Within 1 mi 5 (4.5★)
1 – 3 mi 22 (4.8★)
3 – 5 mi 68 (4.7★)
Nearest competitors (≤ 1 mi)
  • Jax Kar Wash - Rochester Hills 0.32 mi · 4.3★
  • Eccentric Mobile Detailing 0.84 mi
  • Exotic Heaven Detailing 0.85 mi · 5.0★
  • Valore Auto Detailing 0.92 mi
  • MR. T's Auto Wash 0.99 mi · 4.2★

Operational Signals

Damage rate 6.8%
Cancel friction
Mem mention rate 22.0%
Scored reviews 59
Most-distinctive aspects
  • Facility Cleanliness +1.00
  • Staff +0.47
  • Wait Time +0.33
  • Equipment Working +0.33

Monthly Review Velocity

2025-11 2026-04
Sylvania, OH 6307 Monroe St
4.3 78 reviews Comp 2 / 20 / 29

Trade-Area Competitors

Within 1 mi 2 (5.0★)
1 – 3 mi 20 (4.0★)
3 – 5 mi 29 (4.3★)
Nearest competitors (≤ 1 mi)
  • A-Team Auto Wraps & Window Tinting 0.87 mi · 4.9★
  • Flawless Finish Detailing 0.87 mi · 5.0★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 29
Most-distinctive aspects
  • Wait Time -1.00
  • Facility Cleanliness +1.00
  • Equipment Working -0.60
  • Staff +0.58

Monthly Review Velocity

2024-01 2026-04
Troy, MI 285 John R Rd
4.2 62 reviews Comp 9 / 58 / 105

Trade-Area Competitors

Within 1 mi 9 (4.6★)
1 – 3 mi 58 (4.1★)
3 – 5 mi 105 (4.3★)
Nearest competitors (≤ 1 mi)
  • Amoco 0.17 mi · 4.3★
  • bp 0.32 mi · 4.5★
  • Mobile King Detailing 0.41 mi · 4.8★
  • Quick & Easy Oil Change 0.42 mi · 4.6★
  • macs mobile detailing and wrapping 0.46 mi

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 45
Most-distinctive aspects
  • Wait Time +1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Staff +0.69

Monthly Review Velocity

2025-05 2026-04
Warrensville Heights, OH 4960 Richmond Rd
4.2 55 reviews Comp 6 / 24 / 37

Trade-Area Competitors

Within 1 mi 6 (4.2★)
1 – 3 mi 24 (4.0★)
3 – 5 mi 37 (4.3★)
Nearest competitors (≤ 1 mi)
  • GetGo Café + Market & WetGo Car Wash 0.03 mi · 3.0★
  • Harwood Motors 0.20 mi · 4.4★
  • Nathan's Mobile Car Detailing, Ceramic Coating, PPF and Window Tint 0.77 mi · 4.9★
  • NationDetails 0.80 mi · 5.0★
  • Rapid Car Wash 0.89 mi · 3.1★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 33
Most-distinctive aspects
  • Per-Wash Price +1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Membership Value -1.00

Monthly Review Velocity

2026-02 2026-04
Livonia, MI 20340 Farmington Rd
4.0 54 reviews Comp 8 / 30 / 90

Trade-Area Competitors

Within 1 mi 8 (4.6★)
1 – 3 mi 30 (3.7★)
3 – 5 mi 90 (4.4★)
Nearest competitors (≤ 1 mi)
  • bp 0.13 mi · 5.0★
  • Master Touch Autosports 0.25 mi · 4.7★
  • Oakland Mobile Detailing 0.28 mi
  • Salome's Detail Center 0.40 mi · 3.8★
  • 100AutoDetail Mobile Detailing 0.51 mi · 5.0★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 38
Most-distinctive aspects
  • Facility Cleanliness +0.60
  • Membership Value -0.40
  • Wash Quality +0.38
  • Staff +0.25

Monthly Review Velocity

2025-05 2026-04
Madison Heights, MI 29448 John R Rd
4.4 54 reviews Comp 10 / 56 / 139

Trade-Area Competitors

Within 1 mi 10 (3.7★)
1 – 3 mi 56 (4.1★)
3 – 5 mi 139 (4.2★)
Nearest competitors (≤ 1 mi)
  • Doc's Auto Wash 0.30 mi · 3.3★
  • houghton lake, michigan 0.41 mi
  • AutoJet Touchless Carwash 0.42 mi · 4.1★
  • bp 0.48 mi · 2.9★
  • Wash Pointe Car Wash John R. 0.48 mi · 4.1★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 39
Most-distinctive aspects
  • Wait Time -1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Wash Quality +0.67

Monthly Review Velocity

2025-12 2026-04
Livonia, MI 34835 Plymouth Rd
3.6 32 reviews Comp 8 / 36 / 98

Trade-Area Competitors

Within 1 mi 8 (4.6★)
1 – 3 mi 36 (4.3★)
3 – 5 mi 98 (4.2★)
Nearest competitors (≤ 1 mi)
  • Top Tier Detailing | Ceramic coating, Undercoating 0.38 mi · 5.0★
  • Prestige Detail | Ceramic Coatings, Paint Protection Film, Tint 0.46 mi · 5.0★
  • Power Bright Car Wash 0.47 mi · 4.2★
  • Mitten Touch Auto | Detailing, Ceramic coatings, Window Tint 0.55 mi · 4.9★
  • Zax Auto Wash 0.62 mi · 4.0★

Operational Signals

Damage rate
Cancel friction
Mem mention rate
Scored reviews 23
Most-distinctive aspects
  • Wait Time -1.00
  • Equipment Working -1.00
  • Facility Cleanliness +1.00
  • Per-Wash Price -0.67

Monthly Review Velocity

2025-07 2026-02

About this profile

Every operating-quality signal on this page is derived from 3,701 customer reviews of Clean Express Auto Wash locations, processed through WashIndex’s 55-field LLM extraction pipeline. Competitor counts within 1 / 3 / 5 mi rings are computed by haversine distance against the WashIndex location index across the chain’s states and immediately adjacent ones (sister sites in the same chain are excluded). Monthly review and rating trends are pulled from the raw Google Maps review feed. 2 spam-flagged reviews were excluded from the aggregates.

See our full methodology for the extraction pipeline, validation samples, and aggregation logic.

Drill into the data directly.

Open Clean Express Auto Wash on the platform to compare each location against its true competitive set — drive-time isochrones, demographic overlays, and the same review-derived signals that power this profile.