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% (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.

✅ TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90); Full Synthetic Manual Trans Fluid; Smooth Shifting; No Sticking, Slipping, Vibration, or Shudder; Yellow Metal Safe (1 Gallon) Review Analysis

Name: TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90); Full Synthetic Manual Trans Fluid; Smooth Shifting; No Sticking, Slipping, Vibration, or Shudder; Yellow Metal Safe (1 Gallon)
Brand: TRIAX
SKU: B0C5JX2LJ1
Price: 42.6 USD
Availability: InStock
Rating: 4.8 (240 reviews)

Analysis Summary

Analysis is 105 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the TRIAX Synergy Gear MT 75W-90 GL-4 manual transmission fluid from GE appears to be a reliable and high-quality product, with a strong reputation among reviewers (4.8/5 rating) and a high consistency score (95/100). However, the review content quality is somewhat lacking, which may indicate a need for more detailed information from customers. Overall, the product's performance and consistency are trustworthy, but more in-depth reviews would provide a clearer understanding of its benefits and potential drawbacks.

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

smooth shifting(5)high quality product(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow79%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

October 6, 2025

Total Reviews

240 reviews analyzed

Understanding This Trust Score

TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90); Full Synthetic Ma... received a Grade B with a trust score of 89/100. 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 TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90); Full Sy..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

smooth shifting (5x)

Overall sentiment: Based on this review analysis, the TRIAX Synergy Gear MT 75W-90 GL-4 manual transmission fluid from GE appears to be a reliable and high-quality product, with a strong reputation among reviewers (4.8/5 rating) and a high consistency score (95/100). However, the review content quality is somewhat lacking, which may indicate a need for more detailed information from customers. Overall, the product's performance and consistency are trustworthy, but more in-depth reviews would provide a clearer understanding of its benefits and potential drawbacks.

Frequently Asked Questions

Are the reviews for TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90... real?

▼

Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% 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 240 reviews to calculate the trust score.

Should I buy TRIAX Synergy Gear MT 75W-90 GL-4 (MT-90...?

▼

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 240 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