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 87% (Grade B). 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.

✅ 36 Count Litter Box Liners, Waste Bags Compatible with Pet-safe ScoopFree Self-Cleaning Litter Box Tray, Drawstring Litter Bags for Reusable Tray, Pre-Separated (38" L x 14.5" W x 7.8" H) Review Analysis

Name: 36 Count Litter Box Liners, Waste Bags Compatible with Pet-safe ScoopFree Self-Cleaning Litter Box Tray, Drawstring Litter Bags for Reusable Tray, Pre-Separated (38" L x 14.5" W x 7.8" H)
Brand: 36
SKU: B0DPX9LGY1
Price: 31.99 USD
Availability: InStock
Rating: 3.6 (123 reviews)

Analysis Summary

Analysis is 90.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product of 36 Count Litter Box Liners from ScoopFree has a moderate overall rating of 3.6/5, indicating a generally positive but not outstanding performance. The high review credibility and product consistency scores suggest that customers trust the product and experience consistent results, which is reassuring given ScoopFree's brand reputation for self-cleaning litter boxes. However, the lower seller reputation score raises some concerns about the seller's reliability and customer service.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

81%

Authenticity

makes cleaning easy(5)great concept(8)love it(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow95%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

October 20, 2025

Total Reviews

123 reviews analyzed

Understanding This Trust Score

36 Count Litter Box Liners, Waste Bags Compatible with Pet-s... received a Grade B with a trust score of 87/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for 36 Count Litter Box Liners, Waste Bags Compatible ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

makes cleaning easy (5x)love it (11x)

Overall sentiment: Based on the analysis, this product of 36 Count Litter Box Liners from ScoopFree has a moderate overall rating of 3.6/5, indicating a generally positive but not outstanding performance. The high review credibility and product consistency scores suggest that customers trust the product and experience consistent results, which is reassuring given ScoopFree's brand reputation for self-cleaning litter boxes. However, the lower seller reputation score raises some concerns about the seller's reliability and customer service.

Frequently Asked Questions

Are the reviews for 36 Count Litter Box Liners, Waste Bags C... real?

▼

Based on our AI analysis, approximately 87% of reviews appear authentic, while 13% 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 123 reviews to calculate the trust score.

Should I buy 36 Count Litter Box Liners, Waste Bags C...?

▼

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

Shopping Tips

This product has 123 reviews with a Grade B 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.

✨ High Quality Product

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