Crocs Kids' Classic Patterns and Graphics Clogs

Crocs Kids' Classic Patterns and Graphics Clogs

ASIN: B0D5YX2435
Analysis Date: Oct 30, 2025

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Review Analysis Results

C
Authenticity Grade
28.00%
Fake Reviews
4.73
Original Rating
4.10
Adjusted Rating

Analysis Summary

The review set shows moderate signs of potential inauthenticity, scoring 28/100. Analysis reveals: 1) Extreme rating polarization with 16/17 reviews being 5-star (94%) and only one 1-star review, creating an unnatural distribution; 2) Multiple duplicate reviews from same users (R3P2GIXAOXNJIC and RGX85WMB5I4QI appear twice with identical text); 3) Several reviews use generic, repetitive language about 'cute' appearance and kids 'loving' the product without substantive detail; 4) However, many reviews contain specific, plausible details about sizing, sports usage, and family contexts that suggest genuine experiences. The single negative review about product failure provides some balance but appears isolated. The pattern suggests possible review manipulation but not overwhelmingly so.

Review Statistics

314
Total Reviews on Amazon
-0.63
Rating Difference

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 (4.10 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 (4.73 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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