Premium Guard Engine Air Filter PA99071 Fits 2020-2025 Kia Telluride, 2020-2025 Hyundai Palisade, 2016-2020 Kia Sorento, 2019-2020 Hyundai Santa Fe, 2015-2021 Kia Sedona
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Review Analysis Results
Analysis Summary
The review set shows mixed authenticity signals. Positive aspects include: detailed negative reviews with specific vehicle models and installation issues, varied review lengths, and some legitimate-sounding experiences. Concerning patterns include: high proportion of 5-star reviews (11/17), several extremely brief 5-star reviews ('Fit great!', 'Parfait', 'Fits great'), repetitive positive phrasing across multiple reviews, and some reviews in French that follow similar brief positive patterns. The duplicate 1-star review from the same user ID (R1SR8966WJXYI3) suggests potential manipulation. Overall, while there are legitimate-sounding reviews, the high concentration of brief, generic 5-star reviews and repetitive patterns indicate some artificial boosting.
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 (3.87 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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