Experts Reviews · Company report
How the Experts Score is calculatedEach factor is scored 0–100 on absolute terms (standing in the category can only raise it), then weighted; problems flagged in review highlights or a recent slide in ratings are subtracted:Satisfaction 55%47+25.6Reliability 24%36+8.7Value 14%74+10.5Replies to reviews 7%41+2.9Craft & service penalty84−1.6Momentum penalty22−7.8Experts Score= 38Grade D: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.38SCOREWhistle Express Car Wash
Canton, OH · Grade DLetter from the Experts Score: A = 80+, B = 60–79, C = 40–59, D = 20–39, F = under 20. · #77Position by Experts Score among all companies we track in this category. of 79 car wash services · 4.5★ from 964 Google reviews
Report card
Percentile vs other car wash services (100 = best)Each factor is scored 0–100 on absolute terms (star average, share of 1–2★ reviews, price verdicts…); standing within the category can only raise it, never lower it.. Strongest: craft & service and value; weakest: momentum.
SatisfactionSatisfaction · 54% of the scoreRecency-weighted star average (2-year half-life), shrunk toward the category mean by review volume; the company’s own lifetime average as the prior; absolute: 4.0★ = 0, 5★ = 100.Whistle Express Car Wash is better than 47% of car wash services.C
47
ReliabilityReliability · 24% of the scoreHow rarely jobs go badly: share of 1–2★ reviews — 60% the last 24 months (or the 20 newest if fewer), 40% all-time; 0% = 100, 15%+ = 0; the category percentile can only raise it.Whistle Express Car Wash is better than 36% of car wash services.D
36
Craft & serviceCraft & service · 0% of the scoreGoogle review highlights: Quality, Professionalism, Responsiveness, Punctuality — how rarely reviewers flag them as a negative, per review since highlights began; 0% = 100, 5%+ = 0. Subtracted from the score (up to −10), never averaged in — clean highlights are the norm, not a bonus.Whistle Express Car Wash is better than 84% of car wash services.A
84
ValueValue · 14% of the scoreCustomers’ own price verdicts (Great / Reasonable vs Overpriced) and Value highlights; 65% absolute (all “reasonable” ≈ 80, “great” = 100), the category percentile can only raise it.Whistle Express Car Wash is better than 74% of car wash services.B
74
MomentumMomentum · 0% of the scorePenalises only a real slide: last-12-month average below lifetime (−0.5★ = 0). Still 4.8★+ over the last year, or steady/improving = 100. Subtracted from the score (up to −10), never averaged in.Whistle Express Car Wash is better than 22% of car wash services.D
22
Replies to reviewsReplies to reviews · 7% of the scoreHow often the owner publicly replies to reviews under 5★ (1–4★). Needs 3+ such reviews, otherwise not counted; 65% absolute (80%+ replied = 100), the category percentile can only raise it.Whistle Express Car Wash is better than 41% of car wash services.C
41
Reviews for your job
Customers hired Whistle Express Car Wash for 6 kinds of job.
Whistle Express Car Wash for headlight polishing
Clear ✕Jobs reviewedHow many Google reviews are tagged with this job.0
★ on this jobAverage stars on the reviews where the customer tagged this exact job (Google’s “Services” field).—
Usually paidThe price range customers picked most often for this job.—
No written reviews mention this job yet.
No written reviews about this job yet.
Price
Not enough reviews with a price yet.
Price verdictsGoogle asks reviewers whether the price was great, reasonable or overpriced; these are their answers.
Great price 41%Reasonable 42%Overpriced 13%Not sure 4%
Jobs customers hired them for
| Job | Reviews | Category typical |
|---|---|---|
| Vacuuming | 148 | — |
| Auto interior vacuuming | 81 | — |
| Polishing | 77 | — |
| Car waxing | 74 | — |
| Auto detailing | 14 | — |
| Scratch removal | 8 | — |
