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 75% (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.

✅ Cracked Windshield Repair Kit for Chips and Cracks, Car Windshield Crack Repair Kit, Glass Repair Liquid for Cracks, Rock Chip Repair Kit Windshield, Windshield Chip Repair Kit. (1) Review Analysis

Name: Cracked Windshield Repair Kit for Chips and Cracks, Car Windshield Crack Repair Kit, Glass Repair Liquid for Cracks, Rock Chip Repair Kit Windshield, Windshield Chip Repair Kit. (1)
Brand: Cracked
SKU: B0FMQRCRZG
Price: 15.99 USD
Availability: InStock
Rating: 4.8 (133 reviews)

Analysis Summary

Analysis is 145.2 days old. Re-run to get the latest review data and insights.

This Cracked Windshield Repair Kit has a strong overall rating of 4.8/5 from 13 reviews, indicating a high level of customer satisfaction with its effectiveness in repairing chips and cracks. The product's consistency and reviewer credibility are notable positives, with a score of 96/100 for product consistency, suggesting that it delivers reliable results. However, the review distribution score of 53/100 raises some concern, as it may indicate that the reviews are not as diverse or representative of the product's overall performance, which could impact the validity of the overall rating.

Review Timeline

Review patterns over time - spikes may indicate manipulation

78%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

79%

Authenticity

easy to use(5)excellent product(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow90%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

August 26, 2025

Total Reviews

133 reviews analyzed

Understanding This Trust Score

Cracked Windshield Repair Kit for Chips and Cracks, Car Wind... received a Grade B with a trust score of 75/100. 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 Cracked Windshield Repair Kit for Chips and Cracks..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to use (5x)

Overall sentiment: This Cracked Windshield Repair Kit has a strong overall rating of 4.8/5 from 13 reviews, indicating a high level of customer satisfaction with its effectiveness in repairing chips and cracks. The product's consistency and reviewer credibility are notable positives, with a score of 96/100 for product consistency, suggesting that it delivers reliable results. However, the review distribution score of 53/100 raises some concern, as it may indicate that the reviews are not as diverse or representative of the product's overall performance, which could impact the validity of the overall rating.

Frequently Asked Questions

Are the reviews for Cracked Windshield Repair Kit for Chips ... real?

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Based on our AI analysis, approximately 75% of reviews appear authentic, while 25% 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 133 reviews to calculate the trust score.

Should I buy Cracked Windshield Repair Kit for Chips ...?

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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

This product has 133 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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