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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 81% (Grade B). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ Pedal Wrench Double Sided Bicycle Pedals Removal 15/16/17mm Bikes Spanner Home Mechanic Kit Tool Comfortable Grip Cycling Crank for Biking Maintenance Repair Review Analysis

Name: Pedal Wrench Double Sided Bicycle Pedals Removal 15/16/17mm Bikes Spanner Home Mechanic Kit Tool Comfortable Grip Cycling Crank for Biking Maintenance Repair
Brand: Pedal
SKU: B07GNMD3Q9
Price: 8.9 USD
Availability: InStock
Rating: 4.5 (1619 reviews)

Analysis Summary

Analysis is 141.2 days old. Re-run to get the latest review data and insights.

This pedal wrench has received overwhelmingly positive reviews from customers, with an average rating of 4.5 out of 5 stars, indicating a high level of satisfaction with its performance and comfort. The product's consistency and review velocity are particularly strong, suggesting that it is a reliable and popular choice among cyclists. However, some concerns arise from the seller's reputation, which, although not poor, could be improved to further establish trust with potential buyers.

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

worked perfectly(5)highly recommend(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity85%

Natural Language Flow89%

Unique Phrasing89%

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

Recommendation

✅ Recommended

Analysis Date

August 30, 2025

Total Reviews

1,619 reviews analyzed

Understanding This Trust Score

Pedal Wrench Double Sided Bicycle Pedals Removal 15/16/17mm ... received a Grade B with a trust score of 81/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Pedal Wrench Double Sided Bicycle Pedals Removal 1..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

worked perfectly (5x)

Overall sentiment: This pedal wrench has received overwhelmingly positive reviews from customers, with an average rating of 4.5 out of 5 stars, indicating a high level of satisfaction with its performance and comfort. The product's consistency and review velocity are particularly strong, suggesting that it is a reliable and popular choice among cyclists. However, some concerns arise from the seller's reputation, which, although not poor, could be improved to further establish trust with potential buyers.

Frequently Asked Questions

Are the reviews for Pedal Wrench Double Sided Bicycle Pedals... real?

▼

Based on our AI analysis, approximately 81% of reviews appear authentic, while 19% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 1,619 reviews to calculate the trust score.

Should I buy Pedal Wrench Double Sided Bicycle Pedals...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips

This product has 1,619 reviews with a Grade B trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ High Quality Product

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