Torch Lighter with Windproof Jet Flame, Built-in V Cutter, Box for Christmas, Refillable Butane Torch Lighters, All-in-one Cool Lighters for Candle, Travel

Torch Lighter with Windproof Jet Flame, Built-in V Cutter, Box for Christmas, Refillable Butane Torch Lighters, All-in-one Cool Lighters for Candle, Travel

ASIN: B0D83ZNVY5
Analysis Date: Nov 4, 2025 (re-analyzed Nov 4, 2025)

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Review Analysis Results

D
Authenticity Grade
45.00%
Fake Reviews
4.87
Original Rating
3.80
Adjusted Rating

Analysis Summary

The review set shows moderate signs of inauthenticity with several concerning patterns. Approximately 40% of the reviews are generic video descriptions that appear to be automatically generated placeholder text rather than genuine user experiences. These video reviews (RN2X3BZF99PFX, R2UI7SU0KVYSJ3, R1Z13EE04KK94Y, etc.) follow identical templates and lack substantive product evaluation. While there are several detailed, specific reviews that appear legitimate (mentioning butane requirements, durability testing, specific use cases), the high concentration of 5-star ratings (11 out of 14 reviews) combined with the repetitive video template reviews creates suspicion. The legitimate reviews show good variation in language and specific usage details, but the overall distribution is skewed by the suspicious video reviews.

Review Statistics

417
Total Reviews on Amazon
-1.07
Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade D mean?

This product has significant review authenticity issues. Many reviews show patterns consistent with fake or incentivized reviews. Exercise caution.

Adjusted Rating Explained

The adjusted rating (3.80 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 (4.87 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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