A Most Inconvenient Marriage (Ozark Mountain Romance Book #1)
More product info
From Regina Jennings
Refresh the report to view the most up-to-date data available:
Refresh Report
Top products in Historical with authentic reviews:
Report Card
Most Trusted Reviews
TRUST
- Verified Purchaser
- Take-Back Reviewer (5 deleted Reviews; avg. rating: 4.4)
- Brand Repeater (2 of 524 reviews for this brand; avg rating: 4.0)
- Critical Reviewer (avg. rating: 3.9)
Least Trusted Reviews
TRUST
- Unverified Purchaser
- Created on a high volume day
- Admitted to receiving an incentive
- Contains repetitive phrases (show)
- Take-Back Reviewer (1 deleted Review; avg. rating: 5.0)
- Brand Repeater (2 of 61 reviews for this brand; avg rating: 4.5)
- Overlapping Review History: reviewed 5 of 9 top products
- Overrepresented Participation (posted 61 Reviews)
- Easy Grader (avg. rating: 4.6)
Analysis Details
4.5 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.
-
- 90%
- 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 228 reviewers (or 90%) are within an overrepresented participation group. These reviews have rated this product an average of 4.7, while all other reviews 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.
We discovered a total of 1 deleted Review for this product, with an average rating of 4. 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.
-
- 24%
- Created over 13 days
We counted 254 reviews for this product over the span of 909 days, an average of 0.3 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 13 days exceeding this threshold:In total, we found that 62 reviews were created on just 13 days. This is an excessively high number of reviews submitted on these high volume days.
194 of the 254 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.
67 of the 254 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
18 of the 254 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.
173 of the 254 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.
20% also reviewed:
Full Steam Ahead by Brand: Bethany House Publishers
20% also reviewed:
Irish Meadows (Courage to Dream) by Mason, Susan Anne (NA)
19% also reviewed:
Hearts Made Whole (Beacons of Hope) by Hedlund, Jody
18% also reviewed:
A Worthy Pursuit by Karen Witemeyer
18% also reviewed:
A Bride at Last by Jagears, Melissa
18% also reviewed:
Stealing the Preacher (The Archer Brothers Book... by Karen Witemeyer
17% also reviewed:
A Love Like Ours (Porter Family Novels) by Bethany House Publishers
17% also reviewed:
Love's Fortune: A Novel (The Ballantyne Legacy)... by Revell
17% also reviewed:
The Mistress of Tall Acre: A Novel by Laura Frantz
140 of the 254 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.
-
- 0%
- Have an overrepresented word count
Read more about our Word Count Comparison test.
Brand Repeaters
4 of the 254 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.