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 86% (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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✅ CAPEDIEM 2025 NEW Fululuer Automotive Oil Film Cleaning Brush for Car Windows, Clear Vision Glass Cleaner, Windshield Cleaner, Anti-Rain Fog Cleaning Glass Brush with Refill, Improves Clarity Review Analysis

Name: CAPEDIEM 2025 NEW Fululuer Automotive Oil Film Cleaning Brush for Car Windows, Clear Vision Glass Cleaner, Windshield Cleaner, Anti-Rain Fog Cleaning Glass Brush with Refill, Improves Clarity
Brand: CAPEDIEM
SKU: B0FFYFY8FM
Price: 8.99 USD
Availability: InStock
Rating: 3.4 (171 reviews)

Analysis Summary

Analysis is 35.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this CAPEDIEM automotive oil film cleaning brush has received an overall score of 86/100, indicating a generally positive review performance. However, the relatively low review content quality score (79/100) suggests that some reviews may lack detail or clarity, which could be a concern for consumers. On the other hand, the high product consistency score (95/100) and strong reviewer credibility (91/100) suggest that the product is generally reliable and trustworthy.

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

great product(5)does everything it claims to do(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity99%

Natural Language Flow92%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

December 14, 2025

Total Reviews

171 reviews analyzed

Understanding This Trust Score

CAPEDIEM 2025 NEW Fululuer Automotive Oil Film Cleaning Brus... received a Grade B with a trust score of 86/100. 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 CAPEDIEM 2025 NEW Fululuer Automotive Oil Film Cle..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

does everything it claims to do (8x)

Overall sentiment: Based on the analysis, this CAPEDIEM automotive oil film cleaning brush has received an overall score of 86/100, indicating a generally positive review performance. However, the relatively low review content quality score (79/100) suggests that some reviews may lack detail or clarity, which could be a concern for consumers. On the other hand, the high product consistency score (95/100) and strong reviewer credibility (91/100) suggest that the product is generally reliable and trustworthy.

Frequently Asked Questions

Are the reviews for CAPEDIEM 2025 NEW Fululuer Automotive Oi... real?

▼

Based on our AI analysis, approximately 86% of reviews appear authentic, while 14% 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 171 reviews to calculate the trust score.

Should I buy CAPEDIEM 2025 NEW Fululuer Automotive Oi...?

▼

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 171 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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