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 88.35% (Grade B). 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.

✅ Sidaqi 1157 LED Bulb White CANBUS Error Free 6000LM 36SMD 7528 LED for Reverse Tail Turn Signal Light 2357 Bulb Built-in Load Resistor Anti Hyper Flash 12-24V-2PCS Review Analysis

Name: Sidaqi 1157 LED Bulb White CANBUS Error Free 6000LM 36SMD 7528 LED for Reverse Tail Turn Signal Light 2357 Bulb Built-in Load Resistor Anti Hyper Flash 12-24V-2PCS
Brand: Sidaqi
SKU: B0FP2FM9YX
Price: 18.61 USD
Availability: InStock
Rating: 3.5 (18 reviews)

Analysis Summary

Based on the analysis, this Sidaqi LED bulb has received a moderate rating of 3.5/5 from 8 reviewers, indicating a generally positive but not outstanding experience. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that the reviews are genuine and helpful, but the lower score for Seller Reputation raises some concerns about the brand's overall trustworthiness. Overall, this product appears to be a reliable choice for those looking for a CANBUS-compatible LED bulb, but buyers should be cautious and monitor their purchase closely.

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

89%

Authenticity

great(5)highly recommend(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow95%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

January 12, 2026

Total Reviews

18 reviews analyzed

Understanding This Trust Score

Sidaqi 1157 LED Bulb White CANBUS Error Free 6000LM 36SMD 75... received a Grade B with a trust score of 88.35/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Sidaqi 1157 LED Bulb White CANBUS Error Free 6000L..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great (5x)highly recommend (8x)

Overall sentiment: Based on the analysis, this Sidaqi LED bulb has received a moderate rating of 3.5/5 from 8 reviewers, indicating a generally positive but not outstanding experience. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that the reviews are genuine and helpful, but the lower score for Seller Reputation raises some concerns about the brand's overall trustworthiness. Overall, this product appears to be a reliable choice for those looking for a CANBUS-compatible LED bulb, but buyers should be cautious and monitor their purchase closely.

Frequently Asked Questions

Are the reviews for Sidaqi 1157 LED Bulb White CANBUS Error ... real?

▼

Based on our AI analysis, approximately 88.35% of reviews appear authentic, while 11.650000000000006% 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 18 reviews to calculate the trust score.

Should I buy Sidaqi 1157 LED Bulb White CANBUS Error ...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The B grade indicates good review authenticity.

Shopping Tips for [object Object]

This product has 18 reviews with a Grade B 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.

✨ High Quality Product

As an Amazon Associate I earn from qualifying purchases