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 Review Analysis

Name: 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
Brand: 1157
SKU: B093GLS6LS
Price: 7.99 USD
Availability: InStock
Rating: 4.4 (972 reviews)

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.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

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

bright(5)perfect fit(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity92%

Natural Language Flow87%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

January 9, 2026

Total Reviews

972 reviews analyzed

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 (8x)

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, approximately 90% of reviews appear authentic, while 10% 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 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 for [object Object]

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

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