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 91% (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 25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cover E26 LED Bulbs Automatic on/Off Indoor/Outdoor Lighting for Porch,Garage,Driveway,Yard,Hallway,Patio(300 Lumen,Soft White,2-Pack)

25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cover E26 LED Bulbs Automatic on/Off Indoor/Outdoor Lighting for Porch,Garage,Driveway,Yard,Hallway,Patio(300 Lumen,Soft White,2-Pack)

Name: 25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cover E26 LED Bulbs Automatic on/Off Indoor/Outdoor Lighting for Porch,Garage,Driveway,Yard,Hallway,Patio(300 Lumen,Soft White,2-Pack)
Brand: 25
SKU: B0BLW2R8JS
Price: 13.59 USD
Availability: InStock
Rating: 4.5 (611 reviews)

4.5(611 reviews)

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

Last analyzed: November 13, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 66 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE 25 Watt Dusk to Dawn Light Bulb has a very high overall score of 91/100, indicating a trustworthy product. The review content is generally high-quality, and the reviewers are highly credible, which suggests that the product performs well and is reliable. However, the seller reputation is somewhat lower, which may raise concerns about customer service and shipping.

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

79%

Authenticity

great product(5)works well(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow76%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

November 13, 2025

Total Reviews

611 reviews analyzed

Understanding This Trust Score

25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cover E26 LED... received a Grade A with a trust score of 91/100. 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 25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cov..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

works well (8x)

Overall sentiment: Based on the analysis, this GE 25 Watt Dusk to Dawn Light Bulb has a very high overall score of 91/100, indicating a trustworthy product. The review content is generally high-quality, and the reviewers are highly credible, which suggests that the product performs well and is reliable. However, the seller reputation is somewhat lower, which may raise concerns about customer service and shipping.

Frequently Asked Questions

Are the reviews for 25 Watt Dusk to Dawn Light Bulbs, A19 3W... real?

▼

Based on our AI analysis, approximately 91% of reviews appear authentic, while 9% 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 611 reviews to calculate the trust score.

Should I buy 25 Watt Dusk to Dawn Light Bulbs, A19 3W...?

▼

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

This product has 611 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

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

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Grade A25 Watt Dusk to Dawn Light Bulbs, A19 3W Clear Cover E26 LED Bulbs Automatic on/Off Indoor/Outdoor Lighting for Porch,Garage,Driveway,Yard,Hallway,Patio(300 Lumen,Soft White,2-Pack)