The Valentine: The Wedding Pact #4
More product info
From Denise Grover Swank
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Report Card
Most Trusted Reviews
TRUST
- Verified Purchaser
- Brand Repeater (4 of 34 reviews for this brand; avg rating: 5.0)
- Easy Grader (avg. rating: 4.2)
Least Trusted Reviews
TRUST
- Unverified Purchaser
- Created on a high volume day
- Contains repetitive phrases (show)
- Brand Loyalist (30 of 34 reviews for this brand; avg rating: 4.9)
- Overlapping Review History: reviewed 2 of 9 top products
- Overrepresented Participation (posted 34 Reviews)
- Easy Grader (avg. rating: 4.9)
Analysis Details
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- 22%
- Created over 6 days
We counted 195 reviews for this product over the span of 1,537 days, an average of 0.1 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.
However, we see the following 6 days exceeding this threshold:In total, we found that 42 reviews were created on just 6 days. The reviews on these high volume days have rated this product an average of 5.0 while reviews from other days 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.
41 of the 195 total reviews for this product are unverified purchases. The unverified purchasers have rated this product an average of 4.8 while the verified purchasers 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.
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.
Brand Repeaters
71 of the 195 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.
Brand Loyalists
32 of the 195 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.
4.5 Product's Average Ease Score
4.2 Category's Average Ease Score
Read more about our Reviewer Ease test.
(4.6/5)
(5.0/5)
(4.7/5)
(4.9/5)
(4.4/5)
(5.0/5)
(4.5/5)
(2.0/5)
(5.0/5)
(4.5/5)
64 of the 195 total reviews for this product 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 4.1. 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.
19% also reviewed:
Recombinant (The Blood Borne Series Book 1) by Shannon Mayer
18% also reviewed:
Descended from Shadows: Book of Sindal Book One by D.G. Swank
6% also reviewed:
Fifty Shades of Grey by JAMES E L
5% also reviewed:
Louisiana Longshot: A Miss Fortune Mystery... by Jana DeLeon
5% also reviewed:
Chaos in Mudbug (Ghost-in-Law Mystery/Romance... by Jana DeLeon
5% also reviewed:
Shadowspell Academy: The Culling Trials (Book 1) by K.F. Breene
4% also reviewed:
Not Quite Dead (A Lowcountry Mystery) by Lyla Payne
4% also reviewed:
Shadowspell Academy: The Culling Trials (Book 2) by K.F. Breene
4% also reviewed:
Say You're Sorry (Morgan Dane Book 1) by Melinda Leigh
75 of the 195 reviewers have substantial overlapping product review history. These reviewers have rated this product an average of 4.7 while the reviewers who have a more unique product review history rated this product an average of 4.1. 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
49 of the 195 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.
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- 46%
- 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 89 reviewers (or 46%) are within an overrepresented participation group. While this is more reviews from overrepresented participation groups than we'd expect to see, the discrepancy in ratings between reviewers in an overrepresented participation groups and all other reviewers isn’t significant enough to rule out the possibility of it being due to random chance.
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- 0%
- Have an overrepresented word count
Read more about our Word Count Comparison test.
4 of the 195 total reviews for this product admitted to receiving a free or discounted product in exchange for a review. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.
- 0
- Reviews have been deleted
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.