RioRand 4 Mode 1200 Lm Cree Xml T6 Bulb LED Bicycle Bike Headlight Lamp Flashlight Light Headlamp
More product info
From RioRand
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
-
Verified Purchaser
-
Easy Grader (avg. rating: 4.7)
Least Trusted Reviews
TRUST
-
Verified Purchaser
-
One-Hit Wonder
-
Take-Back Reviewer (1 deleted Review; avg. rating: 1.0)
-
Overrepresented Participation (posted 1 Review)
-
Easy Grader (avg. rating: 5.0)
Analysis Details

We discovered a total of 50 deleted Reviews for this product, with an average rating of 3.9. 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.

One-Hit Wonders
61 of the 927 reviewers have only reviewed this product. The One-Hit Wonders have rated this product an average of 3.1 while the reviewers who have posted more than one review have rated this product an average of 4.0. 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.
Take-Back Reviewers
332 of the 927 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 4.1 while the reviewers who don't have any deleted reviews in their history have rated this product an average of 3.8. 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.

11% also reviewed:
Wide Angle Lens for MagicShine, Gemini, and many... by ACTION LED LIGHTS
2% also reviewed:
1 X Replacement 8.4V 6600mAh Rechargeable Battery... by ePathDirect
2% also reviewed:
CYGOLITE Hotshot– High Power 2 Watt Bike... by Cygolite
2% also reviewed:
Mirrycle MTB Bar End Mountain Bicycle Mirror,... by Mirrycle
2% also reviewed:
Generic 5 LED Bike Bicycle Taillight Rear Light... by Meco
1% also reviewed:
Amazon Prime Video by Amazon.com
1% also reviewed:
BALEAF Men's 2 Pack 3D Padded Cycling... by BALEAF
1% also reviewed:
Topeak Pocket Rocket Master Blaster Bike Pump,... by Topeak
1% also reviewed:
GoPro Suction Cup Mount (GoPro Official Mount),... by GoPro
171 of the 927 reviewers have substantial overlapping product review history. These reviewers have rated this product an average of 4.2 while the reviewers who have a more unique product review history rated this product an average of 3.9. 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.

-
- 54%
- 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 504 reviewers (or 54%) are within an overrepresented participation group. This is an excessively high number of reviewers in overrepresented participation groups.

-
- 5%
- Created over 10 days
We counted 927 reviews for this product over the span of 3,273 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 10 days exceeding this threshold:In total, we found that 42 reviews were created on just 10 days. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.

52 of the 927 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.

-
- 19%
- 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 175 reviews (or 19%) are within an overrepresented word count group. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.

(4.4/5)
(3.7/5)
(3.7/5)
(3.8/5)
(3.2/5)
(4.4/5)
46 of the 927 total reviews for this product use substantial repetitive phrases between them. This is within an acceptable range and it does not appear to be significantly affecting the overall rating for this product.

4.0 Product's Average Ease Score
4.3 Category's Average Ease Score
Read more about our Reviewer Ease test.

Brand Repeaters
14 of the 927 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%
- 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.