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 69% (Grade C). 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 Pure Enrichment PureRelief XL Heating Pad - 12" x 24" Electric Heating Pad for Back Pain & Cramps, 6 Heat Settings, FSA/HSA Eligible, Soft Machine Wash Fabric, Auto-Off & Moist Heat (Zen Green)

Pure Enrichment PureRelief XL Heating Pad - 12" x 24" Electric Heating Pad for Back Pain & Cramps, 6 Heat Settings, FSA/HSA Eligible, Soft Machine Wash Fabric, Auto-Off & Moist Heat (Zen Green)

Name: Pure Enrichment PureRelief XL Heating Pad - 12" x 24" Electric Heating Pad for Back Pain & Cramps, 6 Heat Settings, FSA/HSA Eligible, Soft Machine Wash Fabric, Auto-Off & Moist Heat (Zen Green)
Brand: Pure
SKU: B09B4HGG5M
Price: 37.99 USD
Availability: InStock
Rating: 4.1 (17065 reviews)

4.1(17,065 reviews)

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

0%🔴

Caution

Trust Score

How trustworthy are the reviews for this product?

⚠ Exercise caution when purchasing

Analysis Summary

Based on the analysis, the Pure Enrichment PureRelief XL Heating Pad has received a generally positive rating of 4.1/5 from 12 reviews, indicating a trustworthy product with some minor concerns. The high review velocity and product consistency scores suggest that the product is reliable, but the lower review content quality score raises questions about the depth and accuracy of the reviews. Overall, the product's soft machine-wash fabric and auto-off feature are notable positives, but the brand's reputation and review distribution could be improved.

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

51%

Authenticity

heating pad(5)heating pads(8)those dimensions are(11)heating pad itself(14)long cord(17)those dimensions(20)dimensions are(23)fully heated(26)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow88%

Unique Phrasing97%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

⚠️ Use Caution

Analysis Date

September 5, 2025

Total Reviews

17,065 reviews analyzed

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✨ Good Quality Product

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Grade CPure Enrichment PureRelief XL Heating Pad - 12" x 24" Electric Heating Pad for Back Pain & Cramps, 6 Heat Settings, FSA/HSA Eligible, Soft Machine Wash Fabric, Auto-Off & Moist Heat (Zen Green)