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 90% (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.

1157 Led Brake Light Bulb, 12V-24V 1157 7528 2357 2057 BAY15D LED Replacement Light Bulb for Brake Tail Light for Car RV Trailer Boat, 54SMD 3014 Chipset White light, 2PCS

Name: Amazon Product Review Analysis Dataset
Creator: RateBud
License: https://creativecommons.org/licenses/by/4.0/
Keywords: amazon review checker, fake review detection, review analysis, trust scores, product authenticity

4.4(972 reviews)

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

Last analyzed: January 9, 2026

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis is 31.8 days old. Re-run to get the latest review data and insights.

Analysis Summary

Based on the analysis, this 1157 LED brake light bulb has received overwhelmingly positive reviews, with a rating of 4.4/5 and an overall score of 90/100. The high reviewer credibility and product consistency scores suggest that the product is trustworthy and reliable, which is crucial for a default product like a brake light bulb. However, the relatively low seller reputation score may raise some concerns about the company's overall quality and customer service.

Our Recommendation

✅ Recommended

Analysis Date

January 9, 2026

Reviews Analyzed

972

Understanding This Trust Score

1157 Led Brake Light Bulb, 12V-24V 1157 7528 2357 2057 BAY15... received a Grade A with a trust score of 90/100. 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 1157 Led Brake Light Bulb, 12V-24V 1157 7528 2357 ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

perfect fit

Overall sentiment: Based on the analysis, this 1157 LED brake light bulb has received overwhelmingly positive reviews, with a rating of 4.4/5 and an overall score of 90/100. The high reviewer credibility and product consistency scores suggest that the product is trustworthy and reliable, which is crucial for a default product like a brake light bulb. However, the relatively low seller reputation score may raise some concerns about the company's overall quality and customer service.

Frequently Asked Questions

Are the reviews for 1157 Led Brake Light Bulb, 12V-24V 1157 ... real?

▼

Based on our AI analysis of 972 reviews, approximately 90% show patterns consistent with authentic feedback. 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 972 reviews to calculate the trust score.

Should I buy 1157 Led Brake Light Bulb, 12V-24V 1157 ...?

▼

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 972 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

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Grade A1157 Led Brake Light Bulb, 12V-24V 1157 7528 2357 2057 BAY15D LED Replacement Light Bulb for Brake Tail Light for Car RV Trailer Boat, 54SMD 3014 Chipset White light, 2PCS