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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.

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Product image of AmeriLite Chrome Housing Light Tint Smoke Lens LED Tube Bar Replacement Brake Tail lamp Set For Ford F-150 Pickup Truck - Passenger and Driver Side, Complete Assembly, Smoke

AmeriLite Chrome Housing Light Tint Smoke Lens LED Tube Bar Replacement Brake Tail lamp Set For Ford F-150 Pickup Truck - Passenger and Driver Side, Complete Assembly, Smoke

Name: AmeriLite Chrome Housing Light Tint Smoke Lens LED Tube Bar Replacement Brake Tail lamp Set For Ford F-150 Pickup Truck - Passenger and Driver Side, Complete Assembly, Smoke
Brand: AmeriLite
SKU: B07TN47LYR
Price: 137.63 USD
Availability: InStock
Rating: 4.3 (581 reviews)

4.3(581 reviews)

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

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Based on the analysis, this AmeriLite Chrome Housing Light Tint Smoke Lens LED Tube Bar Replacement Brake Tail lamp Set for Ford F-150 Pickup Truck has received overwhelmingly positive reviews, with a 4.3/5 rating from 10 reviewers. The high review velocity and credibility scores suggest that the reviews are recent and trustworthy, but the lower review content quality score indicates that some reviews may be brief or lacking in detail. Overall, the product's consistency and seller reputation are strong, making it a trustworthy option for customers looking for a reliable replacement brake tail lamp.

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 product(5)easy installation(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity92%

Natural Language Flow92%

Unique Phrasing93%

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

Recommendation

✅ Recommended

Analysis Date

September 24, 2025

Total Reviews

581 reviews analyzed

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Grade AAmeriLite Chrome Housing Light Tint Smoke Lens LED Tube Bar Replacement Brake Tail lamp Set For Ford F-150 Pickup Truck - Passenger and Driver Side, Complete Assembly, Smoke