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 89% (Grade B). 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 4 Pcs Ellipse Leg Exerciser Machine Pedal Straps, Suitable for Under Desk Elliptical Peddler Foot & Leg Pedal Exercixer for Seniors Fitness Home Sports Accessories

4 Pcs Ellipse Leg Exerciser Machine Pedal Straps, Suitable for Under Desk Elliptical Peddler Foot & Leg Pedal Exercixer for Seniors Fitness Home Sports Accessories

Name: 4 Pcs Ellipse Leg Exerciser Machine Pedal Straps, Suitable for Under Desk Elliptical Peddler Foot & Leg Pedal Exercixer for Seniors Fitness Home Sports Accessories
Brand: 4
SKU: B0CZ46ML8Y
Price: 12.74 USD
Availability: InStock
Rating: 4.1 (531 reviews)

4.1(531 reviews)

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

Last analyzed: November 2, 2025

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 50.8 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product has received a high overall rating of 4.1/5 from 8 reviews, indicating a generally positive customer experience. However, concerns arise from the relatively low review content quality score of 79/100, suggesting that some reviews may be brief or lacking in detail. Despite this, the product's consistency and seller reputation scores are high, indicating a trustworthy brand that delivers reliable products.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

excellent buy(5)great workout(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow63%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

November 2, 2025

Total Reviews

531 reviews analyzed

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✨ High Quality Product

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Grade B4 Pcs Ellipse Leg Exerciser Machine Pedal Straps, Suitable for Under Desk Elliptical Peddler Foot & Leg Pedal Exercixer for Seniors Fitness Home Sports Accessories