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 95% (Grade A). 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.

Product image of Govee E12 Led Bulb, Smart Light Bulbs Work with Matter, Alexa, Google Assistant, WiFi Candelabra Bulbs 40 Watt Equivalent, RGBWW Color Changing Light Bulb, 2.4Ghz Only, 450 LM, 4 Pack

Govee E12 Led Bulb, Smart Light Bulbs Work with Matter, Alexa, Google Assistant, WiFi Candelabra Bulbs 40 Watt Equivalent, RGBWW Color Changing Light Bulb, 2.4Ghz Only, 450 LM, 4 Pack

Name: Govee E12 Led Bulb, Smart Light Bulbs Work with Matter, Alexa, Google Assistant, WiFi Candelabra Bulbs 40 Watt Equivalent, RGBWW Color Changing Light Bulb, 2.4Ghz Only, 450 LM, 4 Pack
Brand: Govee
SKU: B0DTY7W97L
Price: 34.99 USD
Availability: InStock
Rating: 4.5 (535 reviews)

4.5(535 reviews)

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

Last analyzed: December 22, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, the Govee E12 Smart Light Bulbs have received overwhelmingly positive reviews, with a 95/100 overall score and a 4.5/5 rating from 8 reviewers. The high scores for review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, indicating a reliable product. However, the seller reputation score of 78/100 raises some concerns about the seller's consistency and customer service.

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

93%

Authenticity

easy to set up(5)great lights(8)love the app(11)different color setting(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity95%

Natural Language Flow95%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

December 22, 2025

Total Reviews

535 reviews analyzed

Understanding This Trust Score

Govee E12 Led Bulb, Smart Light Bulbs Work with Matter, Alex... received a Grade A with a trust score of 95/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Govee E12 Led Bulb, Smart Light Bulbs Work with Ma..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to set up (5x)great lights (8x)love the app (11x)different color setting (14x)

Overall sentiment: Based on the analysis, the Govee E12 Smart Light Bulbs have received overwhelmingly positive reviews, with a 95/100 overall score and a 4.5/5 rating from 8 reviewers. The high scores for review content quality, velocity, and credibility suggest that the reviews are genuine and trustworthy, indicating a reliable product. However, the seller reputation score of 78/100 raises some concerns about the seller's consistency and customer service.

Frequently Asked Questions

Are the reviews for Govee E12 Led Bulb, Smart Light Bulbs Wo... real?

▼

Based on our AI analysis, approximately 95% of reviews appear authentic, while 5% 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 535 reviews to calculate the trust score.

Should I buy Govee E12 Led Bulb, Smart Light Bulbs Wo...?

▼

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

Shopping Tips for [object Object]

This product has 535 reviews with a Grade A 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

Is Govee a legit brand?

See our full analysis of Govee products on Amazon

View Govee Analysis →

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ Premium Quality Product

As an Amazon Associate I earn from qualifying purchases

Grade AGovee E12 Led Bulb, Smart Light Bulbs Work with Matter, Alexa, Google Assistant, WiFi Candelabra Bulbs 40 Watt Equivalent, RGBWW Color Changing Light Bulb, 2.4Ghz Only, 450 LM, 4 Pack