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 83.325% (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.

⚠️ 4 pc NGK Standard Spark Plugs compatible with Volkswagen Beetle 1.2L 1.3L 1.5L 1.6L H4 1954-1979 Review Analysis

Name: 4 pc NGK Standard Spark Plugs compatible with Volkswagen Beetle 1.2L 1.3L 1.5L 1.6L H4 1954-1979
Brand: 4
SKU: B0827ZDVDZ
Price: 22.41 USD
Availability: InStock
Rating: 4.6 (31 reviews)

Analysis Summary

Analysis is 56.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product of 4pc NGK Standard Spark Plugs for Volkswagen Beetle has received a high overall rating of 4.6/5 from 3 reviews, indicating a trustworthy product. The high reviewer credibility score of 95/100 suggests that the reviewers are knowledgeable and reliable sources, which adds to the product's credibility. However, the relatively low review distribution score of 77/100 indicates that the product may not have a wide range of reviews, which could be a concern for some consumers.

Review Timeline

Review patterns over time - spikes may indicate manipulation

85%

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

83%

Authenticity

worked perfectly(5)didn't fit(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

✅ Recommended

Analysis Date

November 23, 2025

Total Reviews

31 reviews analyzed

Understanding This Trust Score

4 pc NGK Standard Spark Plugs compatible with Volkswagen Bee... received a Grade C with a trust score of 83.325/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for 4 pc NGK Standard Spark Plugs compatible with Volk..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

worked perfectly (5x)

⚠ Common Concerns:

didn't fit (8x)

Overall sentiment: Based on the analysis, this product of 4pc NGK Standard Spark Plugs for Volkswagen Beetle has received a high overall rating of 4.6/5 from 3 reviews, indicating a trustworthy product. The high reviewer credibility score of 95/100 suggests that the reviewers are knowledgeable and reliable sources, which adds to the product's credibility. However, the relatively low review distribution score of 77/100 indicates that the product may not have a wide range of reviews, which could be a concern for some consumers.

Frequently Asked Questions

Are the reviews for 4 pc NGK Standard Spark Plugs compatible... real?

▼

Based on our AI analysis, approximately 83.325% of reviews appear authentic, while 16.674999999999997% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 31 reviews to calculate the trust score.

Should I buy 4 pc NGK Standard Spark Plugs compatible...?

▼

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

Shopping Tips

This product has 31 reviews with a Grade C 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.

✨ Good Quality Product

As an Amazon Associate I earn from qualifying purchases