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.

✅ Starter Compatible with 03-08 Chevy Silverado 1500 Tahoe 4.8L 5.3L, 07-08 Avalanche, 03-06 Avalanche 1500, 04-07 Rainer, 03-05 Cadillac Escalade, 03-08 GMC Sierra V8 89018123 8000045 410-12257 6494n Review Analysis

Name: Starter Compatible with 03-08 Chevy Silverado 1500 Tahoe 4.8L 5.3L, 07-08 Avalanche, 03-06 Avalanche 1500, 04-07 Rainer, 03-05 Cadillac Escalade, 03-08 GMC Sierra V8 89018123 8000045 410-12257 6494n
Brand: Starter
SKU: B0D78KSMQT
Price: 62.99 USD
Availability: InStock
Rating: 4.8 (50 reviews)

Analysis Summary

Based on the analysis, this Starter product for various Chevy, GMC, and Cadillac models has received overwhelmingly positive reviews, with an average rating of 4.8/5 and a high overall score of 87/100. The product's consistency and credibility are major positives, with a high score in Reviewer Credibility (95/100) and Product Consistency (95/100). However, the relatively low score in Review Content Quality (79/100) suggests that some reviews may lack detail or be less informative.

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

definitely recommend(5)not bad for the price(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

January 16, 2026

Total Reviews

50 reviews analyzed

Understanding This Trust Score

Starter Compatible with 03-08 Chevy Silverado 1500 Tahoe 4.8... 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 Starter Compatible with 03-08 Chevy Silverado 1500..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

not bad for the price (8x)

Overall sentiment: Based on the analysis, this Starter product for various Chevy, GMC, and Cadillac models has received overwhelmingly positive reviews, with an average rating of 4.8/5 and a high overall score of 87/100. The product's consistency and credibility are major positives, with a high score in Reviewer Credibility (95/100) and Product Consistency (95/100). However, the relatively low score in Review Content Quality (79/100) suggests that some reviews may lack detail or be less informative.

Frequently Asked Questions

Are the reviews for Starter Compatible with 03-08 Chevy Silv... real?

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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?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 50 reviews to calculate the trust score.

Should I buy Starter Compatible with 03-08 Chevy Silv...?

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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 for [object Object]

This product has 50 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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