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Lifefactory 22-Ounce Glass Bottle with Straw Cap and Silicone Sleeve, Orange
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From Lifefactory
This report was last updated 5/1/2018.
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Report Info:
Last Updated: May 1, 2018
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Note: We only analyze "reviews" and ignore one-tap "ratings".
Top products in Kitchen & Dining Features with authentic reviews:
Report Card
Warn Overall Grade
FAIL
Unverified Purchases

FAIL
Suspicious Reviewers

FAIL
Reviewer Participation

PASS
Rating Trend

PASS
Word Count Comparison

PASS
Phrase Repetition

PASS
Overlapping Review History

PASS
Reviewer Ease

PASS
Brand Repeats

PASS
Incentivized Reviews

PASS
Deleted Reviews

Most Trusted Reviews
I like these bottles, I just wish the rubber surrounding ... [Go to full review]
May 25, 2016
100%
TRUST
TRUST
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Verified Purchaser
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Take-Back Reviewer (10 deleted Reviews; avg. rating: 4.1)
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Critical Reviewer (avg. rating: 4.1)
Least Trusted Reviews
I had very high hopes for this 22 oz Lifefactory ... [Go to full review]
Feb 22, 2017
0%
TRUST
TRUST
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Unverified Purchaser
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Overrepresented Participation (posted 18 Reviews)
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Critical Reviewer (avg. rating: 4.2)
Analysis Details
Fail
Unverified Purchases

6 of the 49 total reviews for this product are unverified purchases. The unverified purchasers have rated this product an average of 2.7 while the verified purchasers have rated this product an average of 4.0. 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.
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.
Fail
Suspicious Reviewers

Take-Back Reviewers
7 of the 49 reviewers have had at least one of their past reviews for another product deleted. This is an excessively large percentage of Take-Back Reviewers which may indicate unnatural reviews.
Fail
Reviewer Participation

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- 63%
- From reviewers with an overrepresented participation
We see the following 2 participation groups with a statistically significant greater concentration than what we'd expect to see:In total, we found that 31 reviewers (or 63%) are within an overrepresented participation group. These reviews have rated this product an average of 3.5, while all other reviews have rated this product an average of 4.4. 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.
Pass
Rating Trend

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- 0%
- Created on high-volume days
We counted 49 reviews for this product over the span of 1,389 days, an average of 0.0 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 2 or fewer reviews on any given day. We didn't find any days exceeding this threshold.
Read more about our Rating Trend test.
Read more about our Rating Trend test.
Pass
Word Count Comparison

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- 0%
- 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
Phrase Repetition

Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
Common Phrases in Titles:
5 reviews
5 of the 49 total reviews for this product use substantial repetitive phrases between them. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Pass
Overlapping Review History

Reviewers of this product have ALSO reviewed the following products:
4% also reviewed:
SWISS NAVY SILICONE LUBE 16.OZ by SWISS NAVY
4% also reviewed:
Tom's of Maine Moisturizing Bar Daily, 4-Ounces... by Tom's of Maine
4% also reviewed:
CytoSport Natural Muscle Milk Vanilla Creme -... by Cytosport
4% also reviewed:
Love to Dream Swaddle UP, Baby Sleep Sack,... by Love to Dream
4% also reviewed:
Those Darn Squirrels! by Adam Rubin
Does not include products
from the same brand
from the same brand
6 of the 49 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

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, while the average ease score for reviewers in this category is 4.3.
4.0 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass
Brand Repeats

Brand Repeaters
2 of the 49 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

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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- 0%
- 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

- 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.