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This report was last updated 1/8/2024.
Refresh the report to view the most up-to-date data available:
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Note: We only analyze "reviews" and ignore one-tap "ratings".
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Top products in Car Wash Equipment with authentic reviews:
Report Card
Warn Overall Grade
FAIL 
Deleted Reviews
Deleted ReviewsWARN Suspicious Reviewers
Suspicious ReviewersWARN Phrase Repetition
Phrase RepetitionPASS Rating Trend
Rating TrendPASS Unverified Purchases
Unverified PurchasesPASS Word Count Comparison
Word Count ComparisonPASS Overlapping Review History
Overlapping Review HistoryPASS Reviewer Ease
Reviewer EasePASS Brand Repeats
Brand RepeatsPASS Incentivized Reviews
Incentivized ReviewsN/A Reviewer Participation
Reviewer Participation
Most Trusted Reviews
I was trying to find something to work on removing ... [Go to full review]
Feb 2, 2023
100%
TRUST
TRUST
-
Verified Purchaser
-
Take-Back Reviewer (6 deleted Reviews; avg. rating: 4.5) -
Overlapping Review History: reviewed 5 of 9 top products -
Easy Grader (avg. rating: 4.7)
Brand Repeater (2 of 82 reviews for this brand; avg rating: 4.5)
Unverified Purchaser
Critical Reviewer (avg. rating: 3.4)
Least Trusted Reviews
Took the oxidation right off our boat. Made it shine ... [Go to full review]
May 29, 2023
0%
TRUST
TRUST
-
Verified Purchaser
-
Created on a high volume day -
Contains repetitive phrases (show)
-
Easy Grader (avg. rating: 5.0)
One-Hit Wonder
Overrepresented word count (2 words)
Overrepresented Participation (posted 12 Reviews)
Analysis Details
Fail Deleted Reviews
Deleted Reviews
We discovered a total of 8 deleted Reviews for this product, with an average rating of 3.4. Even though deleted reviews don't affect the average rating, the fact that action was taken to delete reviews raises some red flags about the integrity of the reviews for the product as whole.
There are a few limitations to keep in mind regarding the Deleted Reviews test:
- We don't have a magic ability to collect every single deleted review; we can only identify reviews as deleted if we collect them on one date and then notice they are no longer visible on a subsequent date.
- We have no information on reviews that were never published in the first place.
- We also don't know why these reviews were removed. It could be action from the platform, personal decision by the review author, part of an entire account closure, even some data error on our part, etc.
3.4 average rating of deleted reviews
Warn Suspicious Reviewers
Suspicious Reviewers
One-Hit Wonders
Approximately 25% of reviewers have only reviewed this product. While this is more One-Hit Wonders than we'd expect to see, it does not appear to have a significant impact on the overall rating.
Take-Back Reviewers
Approximately 30% of reviewers have had at least one of their past reviews for another product deleted. While this is more Take-Back Reviewers than we'd expect to see, the discrepancy in ratings between the Take-Back Reviewers and reviewers who don't have any deleted reviews in their history isn't significant enough to rule out the possibility of it being due to random chance.
Warn Phrase Repetition
Phrase Repetition
Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
Common Phrases in Reviews:
~15% of reviews
(5.0/5)
(5.0/5)
~15% of reviews
(3.0/5)
(3.0/5)
~23% of reviews
(5.0/5)
(5.0/5)
Common Phrases in Titles:
~77% of reviews
(5.0/5)
(5.0/5)
~100% of reviews
(4.5/5)
(4.5/5)
Approximately 85% of reviews use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.
Pass Rating Trend
Rating Trend
We didn't notice any signals that would indicate reviews were created unevenly over time.
Read more about our Rating Trend test.
Read more about our Rating Trend test.
Pass Unverified Purchases
Unverified Purchases
35 of the 4,616 total reviews for this product are unverified purchases. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Unverified purchases may be the result of Kindle Unlimited readers, buyers who didn't pay full price, or reviewers who did not purchase the product at Amazon. Read more about our Unverified Purchases test.
Pass Word Count Comparison
Word Count Comparison
-
- <10%
- Have an overrepresented word count
We didn't find any review word count groups that had a statistically significant greater concentration than what we'd expect to see in this category.
Read more about our Word Count Comparison test.
Read more about our Word Count Comparison test.
Pass Overlapping Review History
Overlapping Review History
Reviewers of this product have ALSO reviewed the following products:
~15% also reviewed:
Camco TastePURE RV Water Filter - New &... by Camco
~15% also reviewed:
Apple iPhone 4S 16GB (Black) - Verizon by Apple
~15% also reviewed:
Camco Sunshield RV Vent Insulator by Camco
~15% also reviewed:
Echo Dot (2nd Generation) - Smart speaker with... by Amazon
~15% also reviewed:
Lodge L8DOL3HH41PLT Cast Iron Dutch Oven with... by Lodge
~15% also reviewed:
Fire HD 8 Tablet with Alexa by Amazon
~15% also reviewed:
AP Products 015-201512 Slim Shade Upgrading Your... by AP Products
~15% also reviewed:
AYFEE Aux Cord for Phone for Phone Black by Ayfee
Does not include products
from the same brand
from the same brand
Approximately 30% of reviewers have substantial overlapping product review history. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass Reviewer Ease
Reviewer Ease
The ease score is the average rating for all reviews that a given reviewer submits. The average ease score for reviewers of this product is 4.3, while the average ease score for reviewers in this category is 4.3.
4.3 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass Brand Repeats
Brand Repeats
Brand Repeaters
Approximately 15% of reviewers have reviewed other products for this brand. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass Incentivized Reviews
Incentivized Reviews
On Oct 3, 2016, Amazon prohibited incentivized reviews, however we still test for them since there are still millions in our dataset.
-
- <10%
- Admitted to receiving an incentive
We didn't detect any reviews that used language indicating they were incentivized.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.