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.

Product image of Ello Pop & Fill Stainless Steel Water Bottle with Quick Fill Technology, Double Walled Vacuum Insulated Metal, Leak Proof Locking Lid, Sip & Chug, BPA Free, Holiday Gift for Him Her, 22oz, 32oz, 40oz

Ello Pop & Fill Stainless Steel Water Bottle with Quick Fill Technology, Double Walled Vacuum Insulated Metal, Leak Proof Locking Lid, Sip & Chug, BPA Free, Holiday Gift for Him Her, 22oz, 32oz, 40oz

Name: Ello Pop & Fill Stainless Steel Water Bottle with Quick Fill Technology, Double Walled Vacuum Insulated Metal, Leak Proof Locking Lid, Sip & Chug, BPA Free, Holiday Gift for Him Her, 22oz, 32oz, 40oz
Brand: Ello
SKU: B0CPKT51RR
Price: 22.99 USD
Availability: InStock
Rating: 4.3 (5202 reviews)

4.3(5,202 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 62.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Ello Pop & Fill Stainless Steel Water Bottle has received overwhelmingly positive reviews, with a 4.3/5 rating and 92/100 overall score. Reviewers praise the product's leak-proof locking lid, double-walled insulation, and BPA-free material, indicating high product consistency and credibility. However, some concerns arise from the relatively low review content quality score, suggesting that some reviews may lack detailed descriptions or specific experiences, which could impact the overall trustworthiness of the product.

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

79%

Authenticity

I love this product(5)it's the best(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow97%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

October 19, 2025

Total Reviews

5,202 reviews analyzed

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✨ Premium Quality Product

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Grade AEllo Pop & Fill Stainless Steel Water Bottle with Quick Fill Technology, Double Walled Vacuum Insulated Metal, Leak Proof Locking Lid, Sip & Chug, BPA Free, Holiday Gift for Him Her, 22oz, 32oz, 40oz