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Amazon.com > Sports & Outdoors > Outdoor Recreation > Camping & Hiking > Lights & Lanterns > Headlamps
Leibnitz Best & Brightest Headlamp Flashlight with Red LED for Jogging, Camping, Reading, Biking,...
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From Leibnitz
This report was last updated 3/18/2017.
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Report Info:
Last Updated: Mar 18, 2017
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Note: We only analyze "reviews" and ignore one-tap "ratings".
Report Card
Fail Overall Grade
FAIL
Deleted Reviews

FAIL
Suspicious Reviewers

FAIL
Reviewer Ease

WARN
Unverified Purchases

WARN
Incentivized Reviews

WARN
Word Count Comparison

WARN
Phrase Repetition

WARN
Overlapping Review History

PASS
Rating Trend

PASS
Reviewer Participation

PASS
Brand Repeats

Most Trusted Reviews
Nice little headlamp. Propane ran out one cold night and ... [Go to full review]
Apr 25, 2016
95%
TRUST
TRUST
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Verified Purchaser
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Take-Back Reviewer (1 deleted Review; avg. rating: 5.0)
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Easy Grader (avg. rating: 4.7)
Least Trusted Reviews
Previously I was the K9 Training Director for a local ... [Go to full review]
Mar 21, 2016 1 of 1 found this helpful.
0%
TRUST
TRUST
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Unverified Purchaser
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Admitted to receiving an incentive
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Contains repetitive phrases (
show)
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Take-Back Reviewer (361 deleted Reviews; avg. rating: 4.6)
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Overlapping Review History: reviewed 1 of 9 top products
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Easy Grader (avg. rating: 4.6)
Analysis Details
Fail
Deleted Reviews

We discovered a total of 135 deleted Reviews for this product, with an average rating of 4.8. 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.
Fail
Suspicious Reviewers

Take-Back Reviewers
23 of the 26 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.
Fail
Reviewer Ease

The ease score is the average rating for all reviews that a given reviewer submits. The average ease score for reviewers of this product is 4.6, while the average ease score for reviewers in this category is 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.
4.6 Product's Average Ease Score
4.4 Category's Average Ease Score
Read more about our Reviewer Ease test.
Warn
Unverified Purchases

23 of the 26 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.
Warn
Incentivized Reviews

On Oct 3, 2016, Amazon prohibited incentivized reviews, however we still test for them since there are still millions in our dataset.
12 of the 26 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.
Warn
Word Count Comparison

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- 35%
- 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 9 reviews (or 35%) are within an overrepresented word count group. While this is more reviews from overrepresented word count groups than we'd expect to see, the discrepancy in ratings between reviews with overrepresented word groups and all other reviews isn’t significant enough to rule out the possibility of it being due to random chance.
Warn
Phrase Repetition

Reviews that contain one of these phrases are NOT necessarily devalued; read more about how this test works here.
13 of the 26 total reviews for this product use substantial repetitive phrases between them. This is an excessively large percentage which may indicate unnatural reviews.
Warn
Overlapping Review History

Reviewers of this product have ALSO reviewed the following products:
23% also reviewed:
Mini Sewing Kit for Home, Travel & Emergency +... by Crafter's Friend
23% also reviewed:
Viisliam Deluxe 4-in-1 LED Flashlight, Work... by Viisliam
23% also reviewed:
Vivid Lighting LED Bulbs, 60 Watt Replacement,... by Vivid Lighting
15% also reviewed:
Chef Remi Cooking Thermometer - Instant Read -... by Chef Remi
15% also reviewed:
Travelsafer #1 Digital Tire Pressure Gauge- Cars,... by TravelSafer
15% also reviewed:
CalilyTM Ultrasonic Essential Oil Diffuser... by Calily
13 of the 26 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.
Pass
Rating Trend

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- 0%
- Created on high-volume days
We counted 26 reviews for this product over the span of 294 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. We didn't find any days exceeding this threshold.
Read more about our Rating Trend test.
Read more about our Rating Trend test.
Pass
Reviewer Participation

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- 0%
- From reviewers with an overrepresented participation
We didn't find any participation groups that had a statistically significant greater concentration than what we'd expect to see in this category.
Read more about our Reviewer Participation test.
Read more about our Reviewer Participation test.
Pass
Brand Repeats

Brand Repeaters
We didn't detect a substantial amount of Brand Repeaters.