Emmalise Women's Camisole Built in Bra Wireless Fabric Support Short Cami
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Review Analysis Results
Analysis Summary
The review set shows a mixed authenticity profile with a moderate level of concern. The overall rating distribution is polarized with 8 five-star reviews, 3 four-star reviews, 2 three-star reviews, and 2 one-star reviews, creating a typical J-shaped distribution common in legitimate products. Verified purchase badges appear on all reviews, which is a positive indicator. However, the presence of duplicate content (review RBT4VPK2ITSXV appears twice) raises minor red flags about potential data manipulation or system errors.
Specific language patterns reveal both authentic and suspicious elements. Review R1K502S9HIC161 contains defensive language attacking other reviewers ("Don't believe the 'out of touch from reality' reviews! People who don't know their actual size shouldn't tell others what to pick!"), which suggests genuine frustration but could also indicate manufactured controversy. Conversely, reviews like R3TVXNOR5DYMDA ("Muy bueno") and R3ZCM9OODLL5M ("J'adore la doublure très confortable") are extremely brief and generic, lacking the specificity of genuine experiences.
Authenticity indicators are mixed across the review set. Several reviews demonstrate high specificity with detailed sizing information (R3DRUGQRQ9ECNP mentions "5'7" 135 pounds" and sizing up; R31BJRSDA8Y63S includes "5 foot 1 inches, 120 pounds, B cup"), which suggests genuine user experiences. However, the emotional tone varies dramatically from enthusiastic praise to significant disappointment, with review R166AP6Y2YXHQ1 stating "Even ordering the largest size did not help. Very disappointing" without elaboration, which could indicate either genuine frustration or planted negative reviews.
Key concerns include the duplicate review, several overly brief five-star reviews lacking detail, and one defensive review that seems to be countering negative feedback. Positive indicators include the high proportion of verified purchases, detailed sizing discussions from multiple reviewers, balanced critical feedback about fabric thickness and color accuracy, and natural variation in ratings. The product appears to have genuine sizing challenges that both positive and negative reviewers acknowledge, which is typical of real clothing items.
Key patterns identified in the review analysis include: Detailed sizing information with height/weight measurements, Mixed feedback about fabric thickness and built-in bra features, Color accuracy complaints for specific shades.
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
This appears to be a well-reviewed mid-range camisole with built-in bra support. Since the current Amazon price is unknown, compare against the typical $18-$35 range for similar products. Check for coupon discounts and buy during seasonal sales for the best value.
MSRP Assessment
Market Position
Buying Tips
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 (3.40 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 (4.00 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.
