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MethodologyAbout

Sports & Outdoors

3 PCS Fish bite Indicator Fishing Rod Alarm Light Night Light Strike Alert LED Flash Light Alarm Night Glow Bite Alarm (Red Light Flash to Green Light Flash)

Sports & Outdoors3.9· 32 Amazon ratings

Bias-adjusted across 32 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Sports & Outdoors.

19.8%
Percentile · Global
13.7%
Percentile · Cohort
Sports & Outdoors
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3 PCS Fish bite Indicator Fishing Rod Alarm Light Night Light Strike Alert LED Flash Light Alarm Night Glow Bite Alarm (Red Light Flash to Green Light Flash)

How the score was built

Amazon ratings
32

used for the Bayesian percentile

Raw star average
3.9 / 5

unadjusted Amazon mean

Bayesian avg
4.20

raw rating shrunk to the category prior

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Same category · Sports & Outdoors

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