7LinRay Flameless Flickering Candles with Remote and Timers, 1000 Hours Waterproof Outdoor Indoor Battery Operated LED Pillar Candles, Ivory Plastic, Set of 3(D 3" x H 4" 5" 6")
Amazon.com: 7LinRay Flameless Flickering Candles with Remote and Timers, 1000 Hours Waterproof Outdoor Indoor Battery Operated LED Pillar Candles, Ivory Plastic, Set of 3(D 3" x H 4" 5" 6") : Tools & Home Improvement
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Review Analysis Results
Analysis Summary
Analysis of 43 reviews reveals a moderately suspicious pattern with several concerning indicators. The review distribution shows extreme polarization with 27 five-star reviews (63%) and 8 one-star reviews (19%), creating a J-shaped distribution typical of manipulated products. However, the presence of genuine-seeming negative reviews (1-3 stars) and some mixed ratings provides counterbalance. The high percentage of unverified purchases (all marked 'U') is concerning but not definitive. The text patterns show some repetitive language in positive reviews, but the overall mix of ratings and the presence of detailed negative feedback suggests this is likely a controversial product with some authentic engagement rather than purely fake reviews. The moderate fake percentage reflects both the suspicious rating distribution and the mitigating factors of genuine negative feedback.
Review Statistics
Price Analysis
Price analysis pending
Price insights will be available shortly.
Understanding This Analysis
What does Grade C mean?
This product has moderate review authenticity concerns. A notable portion of reviews show suspicious patterns. Consider reading reviews carefully before purchasing.
Adjusted Rating Explained
The adjusted rating (3.30 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (3.80 stars), suggesting positive fake reviews may be inflating the score.
How We Detect Fake Reviews
Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.
Important Limitations
No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.
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