How does RateBud detect fake Amazon reviews?

RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 90% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

Yes, RateBud's AI-powered review analysis is completely free. We analyze Amazon reviews to help you avoid fake reviews and make informed purchasing decisions. No signup required.

✅ Koatobbor Girls Mermaid Costume Mermaid Tutu Dress Color Led Light Up for Halloween Birthday Party 3-8Years Review Analysis

Name: Koatobbor Girls Mermaid Costume Mermaid Tutu Dress Color Led Light Up for Halloween Birthday Party 3-8Years
Brand: Koatobbor
SKU: B09FZ8FQ4V
Price: 16.74 USD
Availability: InStock
Rating: 4.6 (1833 reviews)

Analysis Summary

Analysis is 52.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Koatobbor Girls Mermaid Costume has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 90% overall score. The high scores for Reviewer Credibility and Product Consistency suggest that customers are generally satisfied with the product's quality and that the brand is consistent in delivering reliable products. However, the relatively low Brand Trust score of 60% indicates that some customers may have concerns about the brand's reputation and reliability.

Review Timeline

Review patterns over time - spikes may indicate manipulation

78%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

81%

Authenticity

loved it(5)perfect fit(8)highly recommend(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing97%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

November 27, 2025

Total Reviews

1,833 reviews analyzed

Understanding This Trust Score

Koatobbor Girls Mermaid Costume Mermaid Tutu Dress Color Led... received a Grade A with a trust score of 90/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Koatobbor Girls Mermaid Costume Mermaid Tutu Dress..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

loved it (5x)perfect fit (8x)

Overall sentiment: Based on the analysis, the Koatobbor Girls Mermaid Costume has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 90% overall score. The high scores for Reviewer Credibility and Product Consistency suggest that customers are generally satisfied with the product's quality and that the brand is consistent in delivering reliable products. However, the relatively low Brand Trust score of 60% indicates that some customers may have concerns about the brand's reputation and reliability.

Frequently Asked Questions

Are the reviews for Koatobbor Girls Mermaid Costume Mermaid ... real?

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Based on our AI analysis, approximately 90% of reviews appear authentic, while 10% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 1,833 reviews to calculate the trust score.

Should I buy Koatobbor Girls Mermaid Costume Mermaid ...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The A grade indicates excellent review authenticity.

Shopping Tips

This product has 1,833 reviews with a Grade A trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ Premium Quality Product

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