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Amazon.com > Grocery & Gourmet Food > Beverages > Bottled Beverages, Water & Drink Mixes > Water > Carbonated Water
Waterloo Sparkling Water, Ginger Citrus Twist Naturally Flavored, 12 Fl Oz Cans, Pack of 12 | Zero...
More product info
From Waterloo Sparkling Water
This report was last updated 12/4/2023.
Refresh the report to view the most up-to-date data available:
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 Carbonated Water with authentic reviews:
Report Card
Fail Overall Grade
FAIL 
Suspicious Reviewers
Suspicious ReviewersWARN Reviewer Ease
Reviewer EaseWARN Phrase Repetition
Phrase RepetitionPASS Rating Trend
Rating TrendPASS Unverified Purchases
Unverified PurchasesPASS Word Count Comparison
Word Count ComparisonPASS Overlapping Review History
Overlapping Review HistoryPASS Brand Repeats
Brand RepeatsPASS Incentivized Reviews
Incentivized ReviewsPASS Deleted Reviews
Deleted ReviewsN/A Reviewer Participation
Reviewer Participation
Most Trusted Reviews
My first sip was, "What did I just buy?" I ... [Go to full review]
Oct 22, 2023
100%
TRUST
TRUST
-
Verified Purchaser
-
Easy Grader (avg. rating: 4.4)
Take-Back Reviewer (2 deleted Reviews; avg. rating: 4.5)
Critical Reviewer (avg. rating: 4.3)
Unverified Purchaser
Overlapping Review History: reviewed 1 of 9 top products
Brand Repeater (2 of 18 reviews for this brand; avg rating: 5.0)
Least Trusted Reviews
This was my first time trying this brand, I'm satisfied ... [Go to full review]
Nov 28, 2023
0%
TRUST
TRUST
-
Verified Purchaser
-
Contains repetitive phrases (show)
-
One-Hit Wonder -
Easy Grader (avg. rating: 5.0)
Created on a high volume day
Overrepresented word count (8 words)
Overrepresented Participation (posted 9 Reviews)
Analysis Details
Fail Suspicious Reviewers
Suspicious Reviewers
One-Hit Wonders
Less than approximately 10% of reviewers have only reviewed this product. The One-Hit Wonders have rated this product an average of 5.0 while the reviewers who have posted more than one review have rated this product an average of 3.6. Based on our statistical modeling, the discrepancy in average rating between these two groups is significant enough to believe that the difference is not due to random chance, and may indicate that there are unnatural reviews.
Take-Back Reviewers
Approximately 40% of reviewers have had at least one of their past reviews for another product deleted. The Take-Back Reviewers have rated this product an average of 3.1 while the reviewers who don't have any deleted reviews in their history have rated this product an average of 4.2. Based on our statistical modeling, the discrepancy in average rating between these two groups is significant enough to believe that the difference is not due to random chance, and may indicate that there are unnatural reviews.
Warn 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 4.6, while the average ease score for reviewers in this category is 4.3. While this discrepancy is rather large, it is not quite large enough to rule out the possibility of it being due random chance.
4.6 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
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:
~11% of reviews
(4.5/5)
(4.5/5)
~11% of reviews
(4.0/5)
(4.0/5)
Approximately 55% 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
100 of the 17,995 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
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- <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:
~20% also reviewed:
AmazonBasics iPad Pro PU Leather Case with Auto... by AmazonBasics
~15% also reviewed:
AmazonBasics Premium PLA 3D Printer Filament,... by AmazonBasics
<10% also reviewed:
Calico Critters Town Grand Piano Concert Set by Calico Critters
<10% also reviewed:
Pro Focus Pickleball Paddle - 1 Player P30... by Pro Focus
<10% also reviewed:
Hot Wheels City Batman Batcave Track Set,... by Hot Wheels
<10% also reviewed:
Amazon Basics 60W Equivalent, Clear, Soft White,... by Amazon Basics
<10% also reviewed:
Cat 7 Ethernet Cable, MORELECS Nylon Braided Cat... by MORELECS
<10% also reviewed:
Bellivera Womens Leopard Print Fleece Coat,... by Bellivera
<10% also reviewed:
Sotek Ink Cartridge PGI-280XXL CLI-281XXL 280XL... by Sotek
Less than approximately 10% 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 Brand Repeats
Brand Repeats
Brand Repeaters
We didn't detect a substantial amount of Brand Repeaters.
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.
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- <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.
Pass Deleted Reviews
Deleted Reviews
- 0
- Reviews have been deleted
We have not discovered any deleted reviews for this product.
There are a few limitations to keep in mind regarding the Deleted Reviews test:
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.