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 93% (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?

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✅ 12-Pack E12 Candle Light Bulbs 40W Warm White 2500K, 380 Lumen Dimmable Chandelier Light Bulbs for Ceiling Fan, Pendants or Outdoor, CA10 Clear Candelabra Base Bulbs Review Analysis

Name: 12-Pack E12 Candle Light Bulbs 40W Warm White 2500K, 380 Lumen Dimmable Chandelier Light Bulbs for Ceiling Fan, Pendants or Outdoor, CA10 Clear Candelabra Base Bulbs
Brand: 12-Pack
SKU: B0CFTTY1NM
Price: 9.99 USD
Availability: InStock
Rating: 4.7 (1531 reviews)

Analysis Summary

Analysis is 90.7 days old. Re-run to get the latest review data and insights.

Based on the analysis, this 12-pack of E12 candle light bulbs has received overwhelmingly positive reviews, with a rating of 4.7/5 from 8 reviewers. The high scores for Review Velocity, Reviewer Credibility, and Product Consistency suggest that the product is reliable and consistent in its performance. However, the relatively lower score for Seller Reputation (78/100) raises some concerns about the seller's overall trustworthiness, which is worth considering when making a purchase.

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

good price(5)shipping was great(8)look exactly like(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow75%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

October 20, 2025

Total Reviews

1,531 reviews analyzed

Understanding This Trust Score

12-Pack E12 Candle Light Bulbs 40W Warm White 2500K, 380 Lum... received a Grade A with a trust score of 93/100. 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 12-Pack E12 Candle Light Bulbs 40W Warm White 2500..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good price (5x)shipping was great (8x)

Overall sentiment: Based on the analysis, this 12-pack of E12 candle light bulbs has received overwhelmingly positive reviews, with a rating of 4.7/5 from 8 reviewers. The high scores for Review Velocity, Reviewer Credibility, and Product Consistency suggest that the product is reliable and consistent in its performance. However, the relatively lower score for Seller Reputation (78/100) raises some concerns about the seller's overall trustworthiness, which is worth considering when making a purchase.

Frequently Asked Questions

Are the reviews for 12-Pack E12 Candle Light Bulbs 40W Warm ... real?

▼

Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% 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 1,531 reviews to calculate the trust score.

Should I buy 12-Pack E12 Candle Light Bulbs 40W Warm ...?

▼

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 1,531 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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