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?

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Polar Seltzer Water Sampler Variety Pack, 12 fl oz cans, 18 pack

Name: Polar Seltzer Water Sampler Variety Pack, 12 fl oz cans, 18 pack
Brand: Polar
SKU: B0CKFP35M6
Price: 12.99 USD
Availability: InStock
Rating: 4.4 (1462 reviews)

4.4(1,462 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: October 19, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 67.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Polar Seltzer Water Sampler Variety Pack has received overwhelmingly positive reviews from customers, with a 4.4/5 rating and a 90/100 overall score. The high scores for Review Velocity and Reviewer Credibility suggest that customers are actively sharing their genuine experiences, making the reviews trustworthy. However, the lower score for Review Content Quality indicates that some reviews may lack detailed information, which could be a concern for customers looking for more in-depth feedback.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

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

71%

Authenticity

great deal(5)perfect water replacement(8)crispy and bubbly(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow86%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

October 19, 2025

Total Reviews

1,462 reviews analyzed

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✨ Premium Quality Product

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Grade APolar Seltzer Water Sampler Variety Pack, 12 fl oz cans, 18 pack