What percentage of reviews are fake for this product?

28.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of C 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 4.00 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.

Fisher-Price Baby & Toddler Toy Laugh & Learn Countin’ Reps Dumbbell Rattle with Learning Lights & Music for Infants Ages 6+ Months

Name: Fisher-Price Baby & Toddler Toy Laugh & Learn Countin’ Reps Dumbbell Rattle with Learning Lights & Music for Infants Ages 6+ Months
Brand: Amazon
SKU: B084C9XCDF
Availability: InStock
Rating: 4.0 (15 reviews)

ASIN: B084C9XCDF

Analysis Date: Oct 28, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.67

Original Rating

4.00

Adjusted Rating

Analysis Summary

The review set shows a moderately concerning pattern with several legitimate indicators but also some red flags. Positive aspects include: natural language variation, specific product details, mixed ratings (4-5 stars with one 3-star), and verified purchase status for most reviews. Concerning elements include: extremely high positivity (14/16 reviews are 4-5 stars), repetitive phrasing about 'cute' and 'lights/sounds', and several reviews that read like marketing copy rather than genuine user experiences. The unverified reviews (marked 'U') show slightly more authentic language patterns. The overall assessment suggests a product with mostly genuine reviews but likely some incentivized or artificial positive feedback.

Review Statistics

3,685

Total Reviews on Amazon

-0.67

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 (4.00 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 (4.67 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.