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 82.6% (Grade C). 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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⚠️ Fuel Rider Set of Four (4) 17 inches Gloss Black ABS Wheel Skins Impostors Wheel Covers Compatible with 2019-2020 Ford Fusion SE Wheels- Auto Tire Replacement Cap Cover Review Analysis

Name: Fuel Rider Set of Four (4) 17 inches Gloss Black ABS Wheel Skins Impostors Wheel Covers Compatible with 2019-2020 Ford Fusion SE Wheels- Auto Tire Replacement Cap Cover
Brand: Fuel
SKU: B0CHJ3Y5BM
Price: 76.95 USD
Availability: InStock
Rating: 4.8 (8 reviews)

Analysis Summary

Analysis is 129 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Fuel Rider Set of Four 17-inch Gloss Black ABS Wheel Skins has received overwhelmingly positive reviews, with a rating of 4.8/5 and an overall score of 82.6/100. The high reviewer credibility score (95/100) and product consistency score (95/100) suggest that the product is reliable and consistent in its quality. However, the relatively low review count (3) and seller reputation score (78/100) may raise some concerns about the product's long-term performance and the seller's overall trustworthiness.

Review Timeline

Review patterns over time - spikes may indicate manipulation

85%

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(5)will buy again(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

✅ Recommended

Analysis Date

September 12, 2025

Total Reviews

8 reviews analyzed

Understanding This Trust Score

Fuel Rider Set of Four (4) 17 inches Gloss Black ABS Wheel S... received a Grade C with a trust score of 82.6/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Fuel Rider Set of Four (4) 17 inches Gloss Black A..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great (5x)

Overall sentiment: Based on the analysis, the Fuel Rider Set of Four 17-inch Gloss Black ABS Wheel Skins has received overwhelmingly positive reviews, with a rating of 4.8/5 and an overall score of 82.6/100. The high reviewer credibility score (95/100) and product consistency score (95/100) suggest that the product is reliable and consistent in its quality. However, the relatively low review count (3) and seller reputation score (78/100) may raise some concerns about the product's long-term performance and the seller's overall trustworthiness.

Frequently Asked Questions

Are the reviews for Fuel Rider Set of Four (4) 17 inches Glo... real?

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Based on our AI analysis, approximately 82.6% of reviews appear authentic, while 17.400000000000006% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 8 reviews to calculate the trust score.

Should I buy Fuel Rider Set of Four (4) 17 inches Glo...?

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Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The C grade indicates good review authenticity.

Shopping Tips

This product has 8 reviews with a Grade C 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.

✨ Good Quality Product

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