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 93% (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.

Product image of TakeToday Collapsible Water Bottles 20oz, Leak Proof, BPA-Free, Foldable Silicone Travel Water Bottle with Straw Strap for Cycling, Hiking, Outdoors

TakeToday Collapsible Water Bottles 20oz, Leak Proof, BPA-Free, Foldable Silicone Travel Water Bottle with Straw Strap for Cycling, Hiking, Outdoors

Name: TakeToday Collapsible Water Bottles 20oz, Leak Proof, BPA-Free, Foldable Silicone Travel Water Bottle with Straw Strap for Cycling, Hiking, Outdoors
Brand: TakeToday
SKU: B0C58GZHRX
Price: 17.99 USD
Availability: InStock
Rating: 4.3 (1243 reviews)

4.3(1,243 reviews)

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

Last analyzed: October 21, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 65.9 days old. Re-run to get the latest review data and insights.

Based on the analysis, the TakeToday Collapsible Water Bottle has received overwhelmingly positive reviews, with a rating of 4.3/5 and an overall score of 93/100. The product's high consistency and reviewer credibility suggest that it is a reliable choice for outdoor enthusiasts, but its lower seller reputation score may raise some concerns about customer service. Overall, the product's leak-proof design, BPA-free material, and foldable silicone construction make it a trustworthy option for hiking, cycling, and other outdoor activities.

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

81%

Authenticity

perfect for travel(5)leak proof(8)easy to use(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity91%

Natural Language Flow98%

Unique Phrasing89%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

1,243 reviews analyzed

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Grade ATakeToday Collapsible Water Bottles 20oz, Leak Proof, BPA-Free, Foldable Silicone Travel Water Bottle with Straw Strap for Cycling, Hiking, Outdoors