Tide Free & Gentle Liquid Laundry Detergent, 64 Loads, 84 fl oz, Tide Laundry Detergent, Clean Laundry Detergent
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Review Analysis Results
Analysis Summary
This appears to be a legitimate product review set for Tide Free and Clear laundry detergent. The reviews show natural variation in writing styles, specific personal experiences, and reasonable concerns. Most reviews (14/16) are 4-5 stars, which is typical for established household products. The reviews contain authentic details like sensitive skin experiences, eczema relief, pediatrician recommendations, and specific usage scenarios (baby clothes, cloth diapers). There are two 1-star reviews mentioning shipping issues (leaking bottles), which adds credibility as fake review campaigns typically avoid negative reviews. The language patterns are diverse with different sentence structures and vocabulary levels. While there are some repetitive positive phrases, they appear organic rather than manufactured. The moderate percentage reflects typical review platforms where some reviews may be incentivized but the majority appear genuine.
Review Statistics
About Review Data Collection
We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.
Want to analyze more reviews? Install the Null Fake Chrome extension to capture and analyze additional reviews as you browse Amazon.
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Price Analysis
Price analysis pending
Price insights will be available shortly.
Understanding This Analysis
What does Grade B mean?
This product has good review authenticity with minor concerns. While most reviews appear genuine, we detected some patterns that warrant mild caution.
Adjusted Rating Explained
The adjusted rating (4.30 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 (4.60 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.
