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?

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.

✅ GOOTHY 25 Pack C7 Clear Christmas Light Bulbs, C7 Incandescent Christmas Replacement Lights Bulbs for Outdoor String Lights, C7/E12 Candelabra Base Candles Salt Lamp Bulb, 5 Watt Night Light Bulbs Review Analysis

Name: GOOTHY 25 Pack C7 Clear Christmas Light Bulbs, C7 Incandescent Christmas Replacement Lights Bulbs for Outdoor String Lights, C7/E12 Candelabra Base Candles Salt Lamp Bulb, 5 Watt Night Light Bulbs
Brand: GOOTHY
SKU: B074ZJMM3V
Rating: 4.7 (1773 reviews)

Analysis Summary

Analysis is 38.7 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product has received overwhelmingly positive reviews, with a 4.7/5 rating from 13 reviewers, indicating a high level of customer satisfaction. However, the relatively low review content quality score of 79/100 suggests that some reviews may lack detail or specificity, which could be a concern for potential buyers. Overall, the product's high consistency and strong reviewer credibility scores suggest that it is a trustworthy option for those looking for C7 clear Christmas light bulbs.

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(5)love(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow59%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

December 11, 2025

Total Reviews

1,773 reviews analyzed

Understanding This Trust Score

GOOTHY 25 Pack C7 Clear Christmas Light Bulbs, C7 Incandesce... 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 GOOTHY 25 Pack C7 Clear Christmas Light Bulbs, C7 ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

love (8x)

Overall sentiment: Based on the analysis, this product has received overwhelmingly positive reviews, with a 4.7/5 rating from 13 reviewers, indicating a high level of customer satisfaction. However, the relatively low review content quality score of 79/100 suggests that some reviews may lack detail or specificity, which could be a concern for potential buyers. Overall, the product's high consistency and strong reviewer credibility scores suggest that it is a trustworthy option for those looking for C7 clear Christmas light bulbs.

Frequently Asked Questions

Are the reviews for GOOTHY 25 Pack C7 Clear Christmas Light ... 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 1,773 reviews to calculate the trust score.

Should I buy GOOTHY 25 Pack C7 Clear Christmas Light ...?

▼

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 1,773 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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