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 71% (Grade C). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

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⚠️ Acrylic Step Stool,Acrylic Stools,Clear Step Stool with Non-Slip for Bathroom,Holds Up to 250lbs (with Non-Slip Stool, Pack of 1) Review Analysis

Name: Acrylic Step Stool,Acrylic Stools,Clear Step Stool with Non-Slip for Bathroom,Holds Up to 250lbs (with Non-Slip Stool, Pack of 1)
Brand: Acrylic
SKU: B0CRTL2YQQ
Price: 45.99 USD
Availability: InStock
Rating: 4.6 (100 reviews)

Analysis Summary

Analysis is 135.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Acrylic Step Stool has a relatively high rating of 4.6/5 from 8 reviews, but its overall score is 71/100. While the product consistency is high at 92%, concerns arise from lower review content quality and reviewer credibility scores, suggesting that some reviews may be biased or lacking in detail. This may impact trust in the product's performance and durability, particularly for consumers who rely on thorough reviews for informed purchasing decisions.

Review Timeline

Review patterns over time - spikes may indicate manipulation

88%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

69%

Authenticity

cute smaller than(5)smaller than what(8)than what expected(11)what expected does(14)expected does job(17)does job sturdy(20)job sturdy easy(23)sturdy easy clean(26)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow57%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

September 5, 2025

Total Reviews

100 reviews analyzed

Understanding This Trust Score

Acrylic Step Stool,Acrylic Stools,Clear Step Stool with Non-... received a Grade C with a trust score of 71/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Acrylic Step Stool,Acrylic Stools,Clear Step Stool..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

expected does job (17x)does job sturdy (20x)job sturdy easy (23x)sturdy easy clean (26x)

⚠ Common Concerns:

cute smaller than (5x)smaller than what (8x)

Overall sentiment: Based on the analysis, this Acrylic Step Stool has a relatively high rating of 4.6/5 from 8 reviews, but its overall score is 71/100. While the product consistency is high at 92%, concerns arise from lower review content quality and reviewer credibility scores, suggesting that some reviews may be biased or lacking in detail. This may impact trust in the product's performance and durability, particularly for consumers who rely on thorough reviews for informed purchasing decisions.

Frequently Asked Questions

Are the reviews for Acrylic Step Stool,Acrylic Stools,Clear ... real?

▼

Based on our AI analysis, approximately 71% of reviews appear authentic, while 29% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 100 reviews to calculate the trust score.

Should I buy Acrylic Step Stool,Acrylic Stools,Clear ...?

▼

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

Shopping Tips

This product has 100 reviews with a Grade C 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.

✨ Good Quality Product

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