Twist of Fate (A Holiday Romance Novella)
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From Rachael Anderson
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Most Trusted Reviews
TRUST
- Verified Purchaser
- Take-Back Reviewer (4 deleted Reviews; avg. rating: 5.0)
- Easy Grader (avg. rating: 4.8)
Least Trusted Reviews
TRUST
- Unverified Purchaser
- Created on a high volume day
- Admitted to receiving an incentive
- Contains repetitive phrases (show)
- Never-Verified Reviewer
- Brand Repeater (2 of 25 reviews for this brand; avg rating: 4.5)
- Overlapping Review History: reviewed 5 of 9 top products
- Overrepresented Participation (posted 25 Reviews)
- Easy Grader (avg. rating: 4.6)
Analysis Details
Never-Verified Reviewers
9 of the 116 reviewers have never written a verified purchase review. The Never-Verified Reviewers have rated this product an average of 3.7 while the reviewers who have written at least one verified purchase review rated this product an average of 4.5. 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
12 of the 116 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.
We discovered a total of 1 deleted Review for this product, with an average rating of 5. 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.
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.
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- 30%
- Created over 9 days
We counted 116 reviews for this product over the span of 1,117 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 9 days exceeding this threshold:In total, we found that 35 reviews were created on just 9 days. This is an excessively high number of reviews submitted on these high volume days.
86 of the 116 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.
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.
29 of the 116 total reviews for this product admitted to receiving a free or discounted product in exchange for a review. This is an excessively large percentage of incentivized reviews which may indicate unnatural reviews.
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.
66 of the 116 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.
34% also reviewed:
Cinder & Ella (Cinder & Ella #1) by Kelly Oram
33% also reviewed:
Saving Grace (A Hearthfire Romance Book 1) by Michele Paige Holmes
32% also reviewed:
My Own Mr. Darcy by Karey White
28% also reviewed:
Silver Bells Collection (A Timeless Romance... by Lucinda Brant
20% also reviewed:
Me Tarzan--You Jane by Camelia Miron Skiba
20% also reviewed:
Four Chambers: Power of the Matchmaker by Julie Wright
19% also reviewed:
Risking it all for Love: A Christmas in Snow... by Kimberley Montpetit
18% also reviewed:
The Kiss That Launched 1,000 Gifs by Sheralyn Pratt
17% also reviewed:
Pimpernel by Sheralyn Pratt
81 of the 116 reviewers have substantial overlapping product review history. While this is more than we'd expect to see, it does not appear to have a significant impact on the overall rating.
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- 57%
- From reviewers with an overrepresented participation
We see the following 3 participation groups with a statistically significant greater concentration than what we'd expect to see:In total, we found that 66 reviewers (or 57%) are within an overrepresented participation group. This is an excessively high number of reviewers in overrepresented participation groups.
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- 0%
- Have an overrepresented word count
Read more about our Word Count Comparison test.
4.4 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
Brand Repeaters
7 of the 116 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.