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 88% (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.

✅ Gikfun 10mm LED Emitting Diodes Light Lamp Diffused F10 Round Led for Arduino (Pack of 20pcs) AE1258 Review Analysis

Name: Gikfun 10mm LED Emitting Diodes Light Lamp Diffused F10 Round Led for Arduino (Pack of 20pcs) AE1258
Brand: Gikfun
SKU: B07DC5VFZ7
Price: 7.98 USD
Availability: InStock
Rating: 4.4 (141 reviews)

Analysis Summary

Analysis is 45.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product from Gikfun has received overwhelmingly positive reviews, with a rating of 4.4 out of 5 and an overall score of 88/100. The high scores for Reviewer Credibility and Product Consistency suggest that customers are satisfied with the product's performance and that Gikfun is reliable in delivering consistent quality. However, the relatively lower score for Seller Reputation indicates that customers may have some concerns about Gikfun's customer service and overall business practices.

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

81%

Authenticity

perfect for(5)bright and easy to handle(8)good assortment of colors(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow64%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

December 4, 2025

Total Reviews

141 reviews analyzed

Understanding This Trust Score

Gikfun 10mm LED Emitting Diodes Light Lamp Diffused F10 Roun... received a Grade B with a trust score of 88/100. 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 Gikfun 10mm LED Emitting Diodes Light Lamp Diffuse..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

bright and easy to handle (8x)good assortment of colors (11x)

Overall sentiment: Based on the analysis, this product from Gikfun has received overwhelmingly positive reviews, with a rating of 4.4 out of 5 and an overall score of 88/100. The high scores for Reviewer Credibility and Product Consistency suggest that customers are satisfied with the product's performance and that Gikfun is reliable in delivering consistent quality. However, the relatively lower score for Seller Reputation indicates that customers may have some concerns about Gikfun's customer service and overall business practices.

Frequently Asked Questions

Are the reviews for Gikfun 10mm LED Emitting Diodes Light La... real?

▼

Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% 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 141 reviews to calculate the trust score.

Should I buy Gikfun 10mm LED Emitting Diodes Light La...?

▼

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 141 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

As an Amazon Associate I earn from qualifying purchases