All That I Desire (Grayson Friends Book 11)
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From Francis Ray
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Most Trusted Reviews
TRUST
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Verified Purchaser
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Take-Back Reviewer (21 deleted Reviews; avg. rating: 4.1)
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Brand Repeater (2 of 216 reviews for this brand; avg rating: 4.0)
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Overlapping Review History: reviewed 1 of 9 top products
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Critical Reviewer (avg. rating: 4.2)
Least Trusted Reviews
TRUST
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Verified Purchaser
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Created on a high volume day
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Contains repetitive phrases (
show)
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Brand Repeater (2 of 15 reviews for this brand; avg rating: 5.0)
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Overrepresented Participation (posted 15 Reviews)
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Easy Grader (avg. rating: 4.7)
Analysis Details

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- 77%
- 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 111 reviewers (or 77%) are within an overrepresented participation group. These reviews have rated this product an average of 4.8, while all other reviews have rated this product an average of 4.6. 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 2 deleted Reviews 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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- 35%
- Created over 11 days
We counted 145 reviews for this product over the span of 1,382 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 11 days exceeding this threshold:In total, we found that 51 reviews were created on just 11 days. This is an excessively high number of reviews submitted on these high volume days.

Brand Repeaters
42 of the 145 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.

Take-Back Reviewers
9 of the 145 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.

4.5 Product's Average Ease Score
4.4 Category's Average Ease Score
Read more about our Reviewer Ease test.

(5.0/5)
(5.0/5)
(4.5/5)
(4.3/5)
(4.6/5)
(5.0/5)
(5.0/5)
(4.4/5)
(5.0/5)
(4.7/5)
56 of the 145 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.

18 of the 145 total reviews for this product are unverified purchases. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.
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.

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- 0%
- Have an overrepresented word count
Read more about our Word Count Comparison test.

19% also reviewed:
A Madaris Bride for Christmas (Madaris Family... by Brenda Jackson
16% also reviewed:
A Brother's Honor (The Grangers Book 1) by Brenda Jackson
15% also reviewed:
All That I Need (Grayson Friends) by Ray, Francis
13% also reviewed:
Canyon by Jackson, Brenda
11% also reviewed:
Zane (The Westmorelands series Book 25) by Brenda Jackson
11% also reviewed:
The Secret Affair (The Westmorelands series Book... by Brenda Jackson
10% also reviewed:
The Real Thing (The Westmorelands series Book 28) by Brenda Jackson
10% also reviewed:
Stern (Harlequin Desire) by Harlequin
10% also reviewed:
Seducing the Wolf (The Wolf Pack Series Book 6) by Maureen Smith
66 of the 145 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.

1 of the 145 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.