CRZ YOGA Butterluxe Long Sleeve Crop Tops for Women Slim Fit Workout Shirts Cropped Athletic Gym T-Shirts
Amazon.com: CRZ YOGA Butterluxe Long Sleeve Crop Tops for Women Slim Fit Workout Shirts Cropped Athletic Gym T-Shirts Black Medium : Clothing, Shoes & Jewelry
As an Amazon Associate I earn from qualifying purchases.
Review Analysis Results
Analysis Summary
Based on the provided review data, this product appears to have overwhelmingly genuine customer feedback. With 20 reviews showing a mix of ratings (5★=12, 4★=4, 3★=4) and all marked as verified purchases (U), the authenticity profile is strong. The distribution includes both positive and moderate ratings, which is typical for legitimate products with varied user experiences. The absence of exclusively 5-star ratings and the presence of 3-star reviews further supports organic feedback patterns.
Multiple indicators point to genuine reviews in this dataset. The rating distribution itself (60% 5-star, 20% 4-star, 20% 3-star) reflects normal variation in customer satisfaction. Verified purchase status for all reviews significantly increases authenticity likelihood, as these represent actual buyers rather than potential incentivized reviewers. The presence of moderate ratings (3-4 stars) suggests customers are providing balanced feedback rather than uniformly exaggerated praise.
The only minor concern is the lack of review text content for analysis, which prevents deeper verification of authenticity signals like personal anecdotes, specific usage details, or balanced pros/cons discussions. Without this textual data, we cannot identify subtle manipulation patterns that might exist in a small subset of reviews. However, the verified purchase status and natural rating distribution strongly mitigate this limitation.
Overall, this product's reviews appear predominantly authentic with strong verification indicators. The rating distribution follows expected patterns for a quality product, and the verified purchase status provides substantial credibility. While the absence of review text prevents complete certainty about a small percentage of reviews, the available evidence strongly suggests genuine customer feedback with minimal manipulation concerns.
Key patterns identified in the review analysis include: All verified purchases (U), Natural rating distribution (5★-4★-3★ mix), No exclusively perfect ratings.
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.
Free, quick to install, and works on Chrome, Edge, Brave, and other Chromium browsers.
Price Analysis
This is an exceptional price point for a highly-rated athletic top. At $3.70, it's significantly below typical athletic wear pricing. Consider purchasing if the seller is reputable, as this appears to be a clearance or promotional price unlikely to be repeated.
MSRP Assessment
Market Position
Buying Tips
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 (4.50 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.
