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The Boot Knockers Ranch Box Set Books 1-6: With Bonus Novella Cupid Cowboys
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From Em Petrova
This report was last updated 9/9/2023.
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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Report Info:
Note: We only analyze "reviews" and ignore one-tap "ratings".
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Report Card
Fail Overall Grade
FAIL
Unverified Purchases
![](/public/imgs/reviewmeta/vp-icon.png)
FAIL
Phrase Repetition
![](/public/imgs/reviewmeta/pr-icon.png)
WARN
Suspicious Reviewers
![](/public/imgs/reviewmeta/su-icon.png)
PASS
Rating Trend
![](/public/imgs/reviewmeta/rt-icon.png)
PASS
Word Count Comparison
![](/public/imgs/reviewmeta/wc-icon.png)
PASS
Overlapping Review History
![](/public/imgs/reviewmeta/rh-icon.png)
PASS
Reviewer Ease
![](/public/imgs/reviewmeta/sc-icon.png)
PASS
Brand Repeats
![](/public/imgs/reviewmeta/re-icon.png)
PASS
Incentivized Reviews
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PASS
Deleted Reviews
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N/A
Reviewer Participation
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Most Trusted Reviews
A ranch full of male prostitutes just isn't something I'm ... [Go to full review]
Dec 25, 2020
100%
TRUST
TRUST
-
Verified Purchaser
-
Take-Back Reviewer (4 deleted Reviews; avg. rating: 4.8)
-
Easy Grader (avg. rating: 4.8)
Least Trusted Reviews
This is a collection of stories about cowboys and their ... [Go to full review]
Aug 4, 2020
0%
TRUST
TRUST
-
Unverified Purchaser
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Contains repetitive phrases (
show)
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Take-Back Reviewer (1 deleted Review; avg. rating: 5.0)
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Overlapping Review History: reviewed 7 of 9 top products
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Easy Grader (avg. rating: 4.9)
Analysis Details
Fail
Unverified Purchases
![](/public/imgs/reviewmeta/vp-icon.png)
31 of the 534 total reviews for this product are unverified purchases. The unverified purchasers have rated this product an average of 5.0 while the verified purchasers 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.
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
Phrase Repetition
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Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
Common Phrases in Reviews:
Show MoreShow Less
~19% of reviews
(4.8/5)
(4.8/5)
~7% of reviews
(4.5/5)
(4.5/5)
~7% of reviews
(4.0/5)
(4.0/5)
~7% of reviews
(5.0/5)
(5.0/5)
Common Phrases in Titles:
~63% of reviews
(5.0/5)
(5.0/5)
~33% of reviews
(4.0/5)
(4.0/5)
~100% of reviews
(4.5/5)
(4.5/5)
Approximately 75% of reviews use substantial repetitive phrases between them. These reviewers have rated this product an average of 4.8 while reviews without substantial repetitive phrases rated this product an average of 3.9. 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
Suspicious Reviewers
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Take-Back Reviewers
Approximately 35% 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, it does not appear to have a significant impact on the overall rating.
Pass
Rating Trend
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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
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
![](/public/imgs/reviewmeta/rh-icon.png)
Reviewers of this product have ALSO reviewed the following products:
~15% also reviewed:
Claiming Grace (Ace Security Book 1) by Susan Stoker
~15% also reviewed:
Mr. Fixit by Lauren Landish
~15% also reviewed:
Hate Notes by Keeland, Vi
~15% also reviewed:
Hate the Game by Winter Renshaw
<10% also reviewed:
Winning Her by Summer Cooper
<10% also reviewed:
Dirty Talk (Get Dirty Book 1) by Lauren Landish
<10% also reviewed:
Pricked by Renshaw, Winter
<10% also reviewed:
Still Not Love: An Enemies to Lovers Romance by Nicole Snow
<10% also reviewed:
The First Taste by Crystal Kaswell
Approximately 40% 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
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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 4.5, 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.
4.5 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
Pass
Brand Repeats
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Brand Repeaters
We didn't detect a substantial amount of Brand Repeaters.
Pass
Incentivized Reviews
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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
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- 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.