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Lean Pro8 From Labrada Report Feedback

Fail Unnatural reviews detected

Original:

502 Reviews

Adjusted:

107 Reviews

92%
99%

View/Edit Adjustment
How is this calculated
Report Last Updated: Jul 19, 2017
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Report Card

Click a test to jump to details

FAIL Deleted Reviews
FAIL Brand Repeats
FAIL Suspicious Reviewers
FAIL Reviewer Ease
WARN Rating Trend
WARN Unverified Purchases
WARN Sample Reviews
WARN Phrase Repetition
PASS Word Count Comparison
PASS Overlapping Review History
PASS Reviewer Participation
PASS Skewed Helpfulness
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Most Trusted Reviews

9/10
It tastes wonderful! Wish there were less carbs in it. [Go to full review]
Apr 12, 2016      
100% TRUST
  • Verified Purchaser
  • Critical Reviewer (avg. rating: 7.6)


Least Trusted Reviews

10/10
Thanks to the awesome samples I received in the mail, ... [Go to full review]
Jun 3, 2014      
0% TRUST
  • Unverified Purchaser
  • Created on a high volume day
  • Used the word "Sample"
  • Contains repetitive phrases (show)
  • One-Hit Wonder
  • Never-Verified Reviewer
  • Take-Back Reviewer (1 deleted review; avg. rating: 9.0)
  • Brand Monogamist (2 reviews for this brand; avg rating: 9.5)
  • Easy Grader (avg. rating: 10.0)


Analysis Details

Note: While Bodybuilding.com claims 502 reviews, we counted 472 available on their site.

Fail Deleted Reviews

We discovered a total of 25 deleted reviews for this product, with an average rating of 9.2. 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.

9.2 average rating of deleted reviews

9.2



Read more about our Deleted Reviews test.

Fail Brand Repeats

Brand Repeaters


119 of the 472 reviewers have reviewed other products for this brand. While this is more Brand Repeaters than we'd expect to see, the discrepancy in ratings between the Brand Repeaters and non-repeaters isn't significant enough to rule out the possibility of it being due to random chance.

from Brand Repeaters

from Non-Repeaters


9.4
9.3


Brand Loyalists


45 of the 472 reviewers have reviewed multiple products but half or more of their reviews are for this brand. This is an excessively large percentage of Brand Loyalists which may indicate unnatural reviews.

from Brand Loyalists

from Non-Loyalists


9.5
9.3


Brand Monogamists


27 of the 472 reviewers have reviewed multiple products, but only for this brand. This is an excessively large percentage of Brand Monogamists which may indicate unnatural reviews.

from Brand Monogamists

from Non-Monogamists


9.4
9.3


Read more about our Brand Repeats test.

Fail Suspicious Reviewers

One-Hit Wonders


179 of the 472 reviewers have only reviewed this product. This is an excessively large percentage of One-Hit Wonders which may indicate unnatural reviews.

from one-hit wonders

from reviewers with more than one review


9.4
9.3


Never-Verified Reviewers


233 of the 472 reviewers have never written a verified purchase review. While this is more Never-Verified Reviewers than we'd expect to see, it does not appear to have a significant impact on the overall rating.

from never-verified reviewers

from reviewers with at least one verified purchase review


9.3
9.4


Take-Back Reviewers


107 of the 472 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.

from take-back reviewers

from reviewers without previously deleted reviews


9.4
9.4


Read more about our Suspicious Reviewers test.

Fail 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 9.2, while the average ease score for reviewers in this category is 8.7. 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.

9.2 Product's Average Ease Score

8.7 Category's Average Ease Score


9.2
8.7


Read more about our Reviewer Ease test.


Warn Rating Trend

  • 47%
  • Created over 28 days

We counted 472 reviews for this product over the span of 2,571 days, an average of 0.2 reviews per day. If these reviews were created randomly, there would be a 99.9% chance that we would see 3 or fewer reviews on any given day.

However, we see the following 28 days exceeding this threshold:In total, we found that 221 reviews were created on just 28 days. This is an excessively high number of reviews submitted on these high volume days.

from reviews created on high volume days

from reviews created on normal volume days


9.4
9.3


Read more about our Rating Trend test.

Warn Unverified Purchases

375 of the 472 total reviews for this product are unverified purchases. While this is a higher percentage of unverified purchases than we'd expect to see, it does not appear to have a significant impact on the overall rating.

from unverified purchasers

from verified purchases


9.3
9.5


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.

Warn Sample Reviews

154 of the 472 total reviews for this product mentioned the word "sample" within their review. This is an excessively large percentage of reviews that mention the word "sample" which may indicate unnatural reviews.

from reviews that use the word "sample"

from reviews that don't use the word "sample"


9.3
9.4


Read more about our Sample Reviews test.

Warn 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:
8 reviews
(1.7%)
26 reviews
(5.5%)
15 reviews
(3.2%)
17 reviews
(3.6%)
7 reviews
(1.5%)
16 reviews
(3.4%)
12 reviews
(2.5%)
10 reviews
(2.1%)
Show MoreShow Less


80 of the 472 total reviews for this product use substantial repetitive phrases between them. While this is more than we'd expect to see, the discrepancy in ratings between the these reviews and reviews without substantial repetitive phrases isn't significant enough to rule out the possibility of it being due to random chance.

from reviews with substantial repetitive phrases

from reviews without substantial repetitive phrases


9.5
9.3


Read more about our Phrase Repetition test.

Pass Word Count Comparison

  • 21%
  • Have an overrepresented word count

In the graph above, we can see the distribution of review word counts for this product and the expected distribution for this category. We see the following 1 group with a statistically significant greater concentration than what we'd expect to see:In total, we found that 101 reviews (or 21%) are within an overrepresented word count group. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.

from reviews with an overrepresented word count

from reviews with a properly represented word count


9.3
9.4


Read more about our Word Count Comparison test.

Pass Overlapping Review History

10% also reviewed:
Phase8 by MuscleTech

7% also reviewed:
N.O.-Xplode by BSN

7% also reviewed:
C4 Original by Cellucor

5% also reviewed:
Platinum 100% Whey by MuscleTech

5% also reviewed:
ErgoChain by ErgoGenix

5% also reviewed:
1.M.R Vortex by BPI Sports

4% also reviewed:
Hydra 6 by Grenade

4% also reviewed:
Best BCAA by BPI Sports

Does not include products
from the same brand


117 of the 472 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.

from reviewers with substantial overlapping history

from reviewers without a substantial overlapping history


9.3
9.4


Read more about our Overlapping Review History test.

Pass Reviewer Participation

  • 0%
  • From reviewers with an overrepresented participation
We didn't find any participation groups that had a statistically significant greater concentration than what we'd expect to see in this category.
Read more about our Reviewer Participation test.

Pass Skewed Helpfulness
We examined the average net helpfulness score of negative reviews against the average net helpfulness score of positive reviews. The net helpfulness score is the number of times a review has been marked as helpful minus the number of times a review has been marked as unhelpful. We could not find any statistically significant difference in average net helpfulness score between the negative reviews and positive reviews.

0.1 average net helpfulness for positive reviews

0.0 average net helpfulness for negative reviews


Read more about our Skewed Helpfulness test.