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 87% (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.

✅ 2 Pack Spool Retainer Bump Knob for Ryobi Homelite Toro John Deere Greenmachine 308042003 099068001002 99068801002 UT15522D-03 UP100104 PA01271 A97910A 308042001 Review Analysis

Name: 2 Pack Spool Retainer Bump Knob for Ryobi Homelite Toro John Deere Greenmachine 308042003 099068001002 99068801002 UT15522D-03 UP100104 PA01271 A97910A 308042001
Brand: 2
SKU: B07DQYR77K
Price: 12.59 CAD
Availability: InStock
Rating: 4.4 (385 reviews)

Analysis Summary

Analysis is 80.7 days old. Re-run to get the latest review data and insights.

Based on the analysis of 5 reviews, this 2-pack spool retainer bump knob for various brands, including Ryobi and John Deere, has an overall score of 87/100 and a 4.4/5 rating. The product's high consistency and credibility of reviewers are major positives, indicating that it is a reliable replacement part. However, the relatively low brand trust score of 61/100 may raise concerns about the product's compatibility and quality, especially for customers unfamiliar with the brand.

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

very happy(5)stick it to the man(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow82%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

October 30, 2025

Total Reviews

385 reviews analyzed

Understanding This Trust Score

2 Pack Spool Retainer Bump Knob for Ryobi Homelite Toro John... received a Grade B with a trust score of 87/100. 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 2 Pack Spool Retainer Bump Knob for Ryobi Homelite..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very happy (5x)

Overall sentiment: Based on the analysis of 5 reviews, this 2-pack spool retainer bump knob for various brands, including Ryobi and John Deere, has an overall score of 87/100 and a 4.4/5 rating. The product's high consistency and credibility of reviewers are major positives, indicating that it is a reliable replacement part. However, the relatively low brand trust score of 61/100 may raise concerns about the product's compatibility and quality, especially for customers unfamiliar with the brand.

Frequently Asked Questions

Are the reviews for 2 Pack Spool Retainer Bump Knob for Ryob... real?

▼

Based on our AI analysis, approximately 87% of reviews appear authentic, while 13% 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 385 reviews to calculate the trust score.

Should I buy 2 Pack Spool Retainer Bump Knob for Ryob...?

▼

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 385 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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