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 95% (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.

Cool Coolers by Fit & Fresh Slim Ice Packs, Quick Freeze, Space-Saving, Reusable Ice Packs for Lunch Boxes & Coolers

Name: Cool Coolers by Fit & Fresh Slim Ice Packs, Quick Freeze, Space-Saving, Reusable Ice Packs for Lunch Boxes & Coolers
Brand: Cool
SKU: B00CHOLNZS
Price: 7.98 USD
Availability: InStock
Rating: 4.7 (48117 reviews)

4.7(48,117 reviews)

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

Last analyzed: October 16, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 66.7 days old. Re-run to get the latest review data and insights.

Based on this analysis, the Cool Coolers by Fit & Fresh Slim Ice Packs have received overwhelmingly positive reviews, with a 4.7/5 rating and 95/100 overall score. The high review content quality, velocity, and credibility scores suggest that customers are genuinely satisfied with the product's performance and durability, which is particularly important for a product like this that's designed for daily use. However, the seller reputation score is slightly lower, indicating that some customers may have had issues with customer service or shipping, which is worth considering when making a purchase.

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

91%

Authenticity

great value(5)perfect size(8)excellent quality(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity92%

Natural Language Flow88%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

October 16, 2025

Total Reviews

48,117 reviews analyzed

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✨ Premium Quality Product

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Grade ACool Coolers by Fit & Fresh Slim Ice Packs, Quick Freeze, Space-Saving, Reusable Ice Packs for Lunch Boxes & Coolers