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 89.25% (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?

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✅ 1157 LED Turn Signals, 81 LED Front Rear Blinkers Combo Bulbs 2" Bullet Housing w/4 Smoked Lenses Compatible with Harley Davidson Sportster Street Glide Road Glide Electra Glide Dyna Review Analysis

Name: 1157 LED Turn Signals, 81 LED Front Rear Blinkers Combo Bulbs 2" Bullet Housing w/4 Smoked Lenses Compatible with Harley Davidson Sportster Street Glide Road Glide Electra Glide Dyna
Brand: 1157
SKU: B0FCRM73R8
Price: 39.99 USD
Availability: InStock
Rating: 4.6 (30 reviews)

Analysis Summary

Analysis is 94.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, the 1157 LED Turn Signals have received overwhelmingly positive reviews from customers, with a rating of 4.6/5 and an overall score of 89.25/100. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that customers are providing detailed and credible feedback, which is reassuring for a product like this that requires specific compatibility with Harley Davidson models. However, the lower score for Seller Reputation (78/100) raises some concerns about the seller's reliability and consistency in delivering quality products.

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 quality(5)easy to install(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow87%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

October 16, 2025

Total Reviews

30 reviews analyzed

Understanding This Trust Score

1157 LED Turn Signals, 81 LED Front Rear Blinkers Combo Bulb... received a Grade B with a trust score of 89.25/100. 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 1157 LED Turn Signals, 81 LED Front Rear Blinkers ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great quality (5x)easy to install (8x)

Overall sentiment: Based on the analysis, the 1157 LED Turn Signals have received overwhelmingly positive reviews from customers, with a rating of 4.6/5 and an overall score of 89.25/100. The high scores for Review Content Quality, Review Velocity, and Reviewer Credibility suggest that customers are providing detailed and credible feedback, which is reassuring for a product like this that requires specific compatibility with Harley Davidson models. However, the lower score for Seller Reputation (78/100) raises some concerns about the seller's reliability and consistency in delivering quality products.

Frequently Asked Questions

Are the reviews for 1157 LED Turn Signals, 81 LED Front Rear... real?

▼

Based on our AI analysis, approximately 89.25% of reviews appear authentic, while 10.75% 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 30 reviews to calculate the trust score.

Should I buy 1157 LED Turn Signals, 81 LED Front Rear...?

▼

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

This product has 30 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

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