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 80% (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.

✅ ECCPP Set of 4 Ignition Coil UF333,for Toyota for Camry &for Corolla for Solara for Highlander RAV4 for Scion xB tC L4 2.0L 2.4L 2001 2002 2003 2004 OE 90919-02244 UF333 C1330 Review Analysis

Name: ECCPP Set of 4 Ignition Coil UF333,for Toyota for Camry &for Corolla for Solara for Highlander RAV4 for Scion xB tC L4 2.0L 2.4L 2001 2002 2003 2004 OE 90919-02244 UF333 C1330
Brand: ECCPP
SKU: B00UBS1QI6
Price: 33.85 USD
Availability: InStock
Rating: 4.4 (5055 reviews)

Analysis Summary

Analysis is 158.9 days old. Re-run to get the latest review data and insights.

The ECCPP ignition coil set has received overwhelmingly positive reviews, with an average rating of 4.4 out of 5 stars from 13 reviewers, indicating a high level of customer satisfaction. The product's consistency and review content quality are notable strengths, suggesting that the coils perform well and meet customer expectations. However, some concerns arise from the relatively low reviewer credibility score, which may indicate that some reviews are not entirely trustworthy, but overall, the brand's reputation and high review velocity contribute to the product's validity.

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

91%

Authenticity

worked well(5)easy to install(8)great value(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow64%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

August 13, 2025

Total Reviews

5,055 reviews analyzed

Understanding This Trust Score

ECCPP Set of 4 Ignition Coil UF333,for Toyota for Camry &for... received a Grade B with a trust score of 80/100. 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 ECCPP Set of 4 Ignition Coil UF333,for Toyota for ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

worked well (5x)easy to install (8x)great value (11x)

Overall sentiment: The ECCPP ignition coil set has received overwhelmingly positive reviews, with an average rating of 4.4 out of 5 stars from 13 reviewers, indicating a high level of customer satisfaction. The product's consistency and review content quality are notable strengths, suggesting that the coils perform well and meet customer expectations. However, some concerns arise from the relatively low reviewer credibility score, which may indicate that some reviews are not entirely trustworthy, but overall, the brand's reputation and high review velocity contribute to the product's validity.

Frequently Asked Questions

Are the reviews for ECCPP Set of 4 Ignition Coil UF333,for T... real?

▼

Based on our AI analysis, approximately 80% of reviews appear authentic, while 20% 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 5,055 reviews to calculate the trust score.

Should I buy ECCPP Set of 4 Ignition Coil UF333,for T...?

▼

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 5,055 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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