Lemon Essential Oil, 1 fl oz - 100% Pure & Undiluted Lemon Oil for Diffuser and DIY - Natural...
More product info
From Pure Body Naturals
Refresh the report to view the most up-to-date data available:
Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card











Most Trusted Reviews
TRUST
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Verified Purchaser
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Take-Back Reviewer (5 deleted Reviews; avg. rating: 4.8)
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Critical Reviewer (avg. rating: 4.1)
Least Trusted Reviews
TRUST
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Unverified Purchaser
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Created on a high volume day
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Overrepresented word count (58 words)
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Contains repetitive phrases (
show)
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Take-Back Reviewer (19 deleted Reviews; avg. rating: 5.0)
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Brand Repeater (7 of 47 reviews for this brand; avg rating: 5.0)
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Overlapping Review History: reviewed 2 of 9 top products
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Overrepresented Participation (posted 47 Reviews)
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Easy Grader (avg. rating: 5.0)
Analysis Details

We discovered a total of 223 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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- 44%
- Created over 17 days
We counted 142 reviews for this product over the span of 1,576 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 17 days exceeding this threshold:In total, we found that 63 reviews were created on just 17 days. The reviews on these high volume days have rated this product an average of 4.6 while reviews from other days have 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.

58 of the 142 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 4.1. 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.
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.

Take-Back Reviewers
121 of the 142 reviewers have had at least one of their past reviews for another product deleted. The Take-Back Reviewers have rated this product an average of 4.5 while the reviewers who don't have any deleted reviews in their history have rated this product an average of 3.7. 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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- 25%
- 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 36 reviews (or 25%) are within an overrepresented word count group. These reviews have rated this product an average of 4.8, while all other reviews 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.

32% also reviewed:
Lavender Oil (Kashmir) - Therapeutic Grade 31%... by Essential Oil Labs
27% also reviewed:
Tea Tree Oil - Australian Therapeutic Grade - 1fl... by Essential Oil Labs
25% also reviewed:
Essential Oil Labs Rose Oil Absolute, Rosa... by Essential Oil Labs
22% also reviewed:
Helichrysum Oil - Therapeutic Grade - 1fl oz with... by Essential Oil Labs
20% also reviewed:
Ylang Ylang Oil - Therapeutic Grade Cananga... by Essential Oil Labs
19% also reviewed:
xtava Curly Hair Kit (Black) - Xtava 2200W Hair... by xtava
18% also reviewed:
Xtava Styling Hair Clips for Women - 12 pcs... by xtava
from the same brand
88 of the 142 reviewers have substantial overlapping product review history. These reviewers have rated this product an average of 4.8 while the reviewers who have a more unique product review history rated this product an average of 3.6. 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.

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- 48%
- 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 68 reviewers (or 48%) are within an overrepresented participation group. These reviews have rated this product an average of 4.6, while all other reviews have 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.

Brand Repeaters
85 of the 142 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.

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)
(5.0/5)
(5.0/5)
(4.2/5)
(5.0/5)
(5.0/5)
(5.0/5)
(5.0/5)
(5.0/5)
32 of the 142 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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- 0%
- Admitted to receiving an incentive
Read more about our Incentivized Reviews test. Check out our study showing that Incentivized Reviewers are much more likely to leave a positive review.