What percentage of reviews are fake for this product?

10.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of B based on review authenticity analysis.

How many reviews were analyzed?

20 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.30 out of 5 stars.

How does this analysis help consumers?

This analysis helps consumers identify products with manipulated reviews, enabling more informed purchasing decisions based on genuine customer feedback.

Is this product priced fairly on Amazon?

Based on AI price analysis, this product is Below MSRP.

How is this product positioned in the market?

This product is positioned as a Budget option in its category.

CRZ YOGA Butterluxe Long Sleeve Crop Tops for Women Slim Fit Workout Shirts Cropped Athletic Gym T-Shirts

Name: CRZ YOGA Butterluxe Long Sleeve Crop Tops for Women Slim Fit Workout Shirts Cropped Athletic Gym T-Shirts
Brand: Amazon
SKU: B0BHZMRNZ2
Price: 3.70 USD
Availability: OutOfStock
Rating: 4.3 (20 reviews)

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

ASIN: B0BHZMRNZ2

Analysis Date: Jan 3, 2026

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As an Amazon Associate I earn from qualifying purchases.

Review Analysis Results

Authenticity Grade

10.00%

Fake Reviews

4.50

Original Rating

4.30

Adjusted Rating

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

450

Total Reviews on Amazon

-0.20

Rating Difference

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

Estimated MSRP: $25-$35

Source: Product category average

Amazon Price: Below MSRP

Market Position

Positioning: Budget

Alternatives Range: $15-$45

Value: At $3.70, this offers exceptional value compared to similar athletic tops that typically cost 4-12 times more.

Buying Tips

Best Time to Buy: Activewear often sees discounts post-holiday (January) and during summer clearance (August).

Deal Indicators: Check color/size variations for lower prices, monitor Lightning Deals, and watch for coupon stacking.

Watch For: Price seems unusually low for a 4.5-star product - verify seller reputation and check for shipping costs.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Jan 3, 2026

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.