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 92% (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.

✅ PILOT FISH 17 Pcs Paint Roller Kit, 9 Inch 4 Inch Paint Roller with Frame, Paint Supplies for Wall Painting, Paint Brush Paint Tray Microfiber Roller Covers for Home Painting Painting Tools for Indoor Review Analysis

Name: PILOT FISH 17 Pcs Paint Roller Kit, 9 Inch 4 Inch Paint Roller with Frame, Paint Supplies for Wall Painting, Paint Brush Paint Tray Microfiber Roller Covers for Home Painting Painting Tools for Indoor
Brand: PILOT
SKU: B07V2MLVQH
Price: 18.19 USD
Availability: InStock
Rating: 4.4 (1583 reviews)

Analysis Summary

Analysis is 82.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, the PILOT FISH 17 Pcs Paint Roller Kit has received overwhelmingly positive reviews, with an average rating of 4.4/5 and a high overall score of 92/100. The product's consistency and distribution of reviews across various sources are strong indicators of its quality, but the relatively lower brand trust score (70/100) suggests that some consumers may have concerns about the brand's reputation. Overall, the product appears to be a reliable choice for home painting projects, but buyers should be aware of the potential for some variability in quality.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

79%

Authenticity

good product(5)great deal(8)

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

October 28, 2025

Total Reviews

1,583 reviews analyzed

Understanding This Trust Score

PILOT FISH 17 Pcs Paint Roller Kit, 9 Inch 4 Inch Paint Roll... received a Grade A with a trust score of 92/100. 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 PILOT FISH 17 Pcs Paint Roller Kit, 9 Inch 4 Inch ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good product (5x)

Overall sentiment: Based on the analysis, the PILOT FISH 17 Pcs Paint Roller Kit has received overwhelmingly positive reviews, with an average rating of 4.4/5 and a high overall score of 92/100. The product's consistency and distribution of reviews across various sources are strong indicators of its quality, but the relatively lower brand trust score (70/100) suggests that some consumers may have concerns about the brand's reputation. Overall, the product appears to be a reliable choice for home painting projects, but buyers should be aware of the potential for some variability in quality.

Frequently Asked Questions

Are the reviews for PILOT FISH 17 Pcs Paint Roller Kit, 9 In... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 1,583 reviews to calculate the trust score.

Should I buy PILOT FISH 17 Pcs Paint Roller Kit, 9 In...?

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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 1,583 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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