Not Always Happenstance (Power of the Matchmaker)
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From Rachael Anderson
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Most Trusted Reviews
TRUST
- Verified Purchaser
- Take-Back Reviewer (12 deleted Reviews; avg. rating: 4.8)
- Easy Grader (avg. rating: 4.7)
Least Trusted Reviews
TRUST
- Unverified Purchaser
- Created on a high volume day
- Overrepresented word count (143 words)
- Admitted to receiving an incentive
- Contains repetitive phrases (show)
- Brand Repeater (5 of 46 reviews for this brand; avg rating: 3.8)
- Overlapping Review History: reviewed 6 of 9 top products
- Overrepresented Participation (posted 46 Reviews)
- Critical Reviewer (avg. rating: 4.0)
Analysis Details
43% also reviewed:
Four Chambers: Power of the Matchmaker by Julie Wright
36% also reviewed:
Mail Order Bride Collection (A Timeless Romance... by Stacy Henrie
28% also reviewed:
Twelve Days in December: A Christmas Novella (A... by Michele Paige Holmes
26% also reviewed:
The Kiss That Launched 1,000 Gifs by Sheralyn Pratt
22% also reviewed:
Marrying Christopher (A Hearthfire Romance Book 3) by Michele Paige Holmes
22% also reviewed:
If We Were A Movie (Power of the Matchmaker) by Kelly Oram
20% also reviewed:
Marry Your Billionaire: A Modern Cinderella by C. J. Anaya
19% also reviewed:
All Regency Collection (A Timeless Romance... by Anna Elliott
96 of the 148 reviewers have substantial overlapping product review history. These reviewers have rated this product an average of 4.6 while the reviewers who have a more unique product review history 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.
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- 43%
- Created over 12 days
We counted 148 reviews for this product over the span of 628 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 12 days exceeding this threshold:In total, we found that 63 reviews were created on just 12 days. This is an excessively high number of reviews submitted on these high volume days.
129 of the 148 total reviews for this product are unverified purchases. This is an excessively large percentage of unverified purchases and it may indicate 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.
49 of the 148 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.
Take-Back Reviewers
11 of the 148 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, the discrepancy in ratings between the Take-Back Reviewers and reviewers who don't have any deleted reviews in their history isn't significant enough to rule out the possibility of it being due to random chance.
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- 38%
- 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 56 reviews (or 38%) are within an overrepresented word count group. While this is more reviews from overrepresented word count groups than we'd expect to see, these reviews do not appear to have a significant impact on the overall rating.
112 of the 148 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.
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- 66%
- 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 98 reviewers (or 66%) are within an overrepresented participation group. This is an excessively high number of reviewers in overrepresented participation groups.
4.3 Product's Average Ease Score
4.4 Category's Average Ease Score
Read more about our Reviewer Ease test.
Brand Repeaters
10 of the 148 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.
- 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.