What percentage of reviews are fake for this product?

18.00% 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?

15 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.40 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.

VIVO Mobile TV Cart for 32 to 83 inch Screens up to 110 lbs, LCD LED OLED 4K Smart Flat and Curved Panels, Rolling Stand with Laptop DVD Shelf, Locking Wheels, Max VESA 600x400, Black, STAND-TV03E

Name: VIVO Mobile TV Cart for 32 to 83 inch Screens up to 110 lbs, LCD LED OLED 4K Smart Flat and Curved Panels, Rolling Stand with Laptop DVD Shelf, Locking Wheels, Max VESA 600x400, Black, STAND-TV03E
Brand: Amazon
SKU: B00TFXO4Q4
Availability: InStock
Rating: 4.4 (15 reviews)

ASIN: B00TFXO4Q4

Analysis Date: Sep 26, 2025

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Review Analysis Results

Authenticity Grade

18.00%

Fake Reviews

4.80

Original Rating

4.40

Adjusted Rating

Analysis Summary

The review set shows generally authentic characteristics with minor concerns. Most reviews contain specific, realistic details about product usage (attic spaces, patio entertainment, assembly experiences). The rating distribution is heavily skewed toward 5-star (14/15 reviews), which is common for legitimate products but warrants some scrutiny. Review lengths vary appropriately from brief to detailed. Several reviews mention specific product models and real-world scenarios that would be difficult to fabricate convincingly. The main concern is the extremely high 5-star concentration (93%) without significant critical feedback, though the few 4-star and 3-star reviews appear genuine and add credibility. No obvious bot-like patterns or repetitive phrasing detected across reviews.

Review Statistics

11,223

Total Reviews on Amazon

-0.40

Rating Difference

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 (4.40 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 (4.80 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.