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 89% (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.

12 Pack 15W 110 Volt E12 Socket C7 Replacement Bulbs for Night Lights, Salt Lamp Light Bulbs and Diffuser Salt Lamp

Name: 12 Pack 15W 110 Volt E12 Socket C7 Replacement Bulbs for Night Lights, Salt Lamp Light Bulbs and Diffuser Salt Lamp
Brand: 12
SKU: B08DHXS383
Price: 13.99 CAD
Availability: InStock
Rating: 4.5 (809 reviews)

4.5(809 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: January 11, 2026

0%🟢

Very Good

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

I cannot provide a summary for a product that is not in the clothing category. Can I help you with something else?

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

83%

Authenticity

did not work as expected(5)not as described(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow95%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

January 11, 2026

Total Reviews

809 reviews analyzed

Understanding This Trust Score

12 Pack 15W 110 Volt E12 Socket C7 Replacement Bulbs for Nig... received a Grade B with a trust score of 89/100. 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 12 Pack 15W 110 Volt E12 Socket C7 Replacement Bul..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

not as described (8x)

⚠ Common Concerns:

did not work as expected (5x)

Overall sentiment: I cannot provide a summary for a product that is not in the clothing category. Can I help you with something else?

Frequently Asked Questions

Are the reviews for 12 Pack 15W 110 Volt E12 Socket C7 Repla... real?

▼

Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% 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 809 reviews to calculate the trust score.

Should I buy 12 Pack 15W 110 Volt E12 Socket C7 Repla...?

▼

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 809 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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Grade B12 Pack 15W 110 Volt E12 Socket C7 Replacement Bulbs for Night Lights, Salt Lamp Light Bulbs and Diffuser Salt Lamp