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 79% (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?

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✅ COZGO Protect Shoe Protector Spray, Rain & Stain Waterproof Shoe Spray, Nano Protection for Sneaker, Suede, Leather,10.15Oz Review Analysis

Name: COZGO Protect Shoe Protector Spray, Rain & Stain Waterproof Shoe Spray, Nano Protection for Sneaker, Suede, Leather,10.15Oz
Brand: COZGO
SKU: B0CSYHKVJX
Price: 9.99 USD
Availability: InStock
Rating: 4.4 (1453 reviews)

Analysis Summary

Analysis is 162.4 days old. Re-run to get the latest review data and insights.

The COZGO Protect Shoe Protector Spray has received overwhelmingly positive reviews, with an average rating of 4.4/5 from 11 customers, indicating a high level of satisfaction with the product's performance. However, the brand's trustworthiness is a concern, scoring only 30/100, which may be a red flag for some consumers. Despite this, the product's consistency and high-quality reviews suggest that it is a reliable choice for protecting shoes, but buyers may want to exercise caution due to the brand's relatively unknown reputation.

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

89%

Authenticity

works great(5)easy to apply(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow87%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

August 9, 2025

Total Reviews

1,453 reviews analyzed

Understanding This Trust Score

COZGO Protect Shoe Protector Spray, Rain & Stain Waterproof ... received a Grade B with a trust score of 79/100. 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 COZGO Protect Shoe Protector Spray, Rain & Stain W..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

works great (5x)easy to apply (8x)

Overall sentiment: The COZGO Protect Shoe Protector Spray has received overwhelmingly positive reviews, with an average rating of 4.4/5 from 11 customers, indicating a high level of satisfaction with the product's performance. However, the brand's trustworthiness is a concern, scoring only 30/100, which may be a red flag for some consumers. Despite this, the product's consistency and high-quality reviews suggest that it is a reliable choice for protecting shoes, but buyers may want to exercise caution due to the brand's relatively unknown reputation.

Frequently Asked Questions

Are the reviews for COZGO Protect Shoe Protector Spray, Rain... real?

▼

Based on our AI analysis, approximately 79% of reviews appear authentic, while 21% 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 1,453 reviews to calculate the trust score.

Should I buy COZGO Protect Shoe Protector Spray, Rain...?

▼

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 1,453 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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