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 77% (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.

✅ SHINESTAR Propane Hose Adapter & 5 FT Braided Hose for Buddy Heaters, Coleman Stoves, Blackstone 17" 22" Tabletop Griddle, Char-Broil Portable Grills, Weber Q Grills- Converts 1 lb to 20 lb Cylinders Review Analysis

Name: SHINESTAR Propane Hose Adapter & 5 FT Braided Hose for Buddy Heaters, Coleman Stoves, Blackstone 17" 22" Tabletop Griddle, Char-Broil Portable Grills, Weber Q Grills- Converts 1 lb to 20 lb Cylinders
Brand: SHINESTAR
SKU: B07VWV185K
Price: 16.99 USD
Availability: InStock
Rating: 4.6 (6706 reviews)

Analysis Summary

Analysis is 141.4 days old. Re-run to get the latest review data and insights.

The SHINESTAR Propane Hose Adapter has received overwhelmingly positive reviews, with an average rating of 4.6/5 from 13 customers, indicating a high level of satisfaction with the product's performance. However, the brand's trustworthiness is a concern, scoring only 30/100, which may be a red flag for some consumers. Despite this, the product's high review content quality and consistency suggest that it is a reliable and effective solution for outdoor cooking and heating needs.

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

91%

Authenticity

worksGreat(5)easyToUse(8)highQuality(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow82%

Unique Phrasing89%

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

Recommendation

✅ Recommended

Analysis Date

August 30, 2025

Total Reviews

6,706 reviews analyzed

Understanding This Trust Score

SHINESTAR Propane Hose Adapter & 5 FT Braided Hose for Buddy... received a Grade B with a trust score of 77/100. 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 SHINESTAR Propane Hose Adapter & 5 FT Braided Hose..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

worksGreat (5x)easyToUse (8x)highQuality (11x)

Overall sentiment: The SHINESTAR Propane Hose Adapter has received overwhelmingly positive reviews, with an average rating of 4.6/5 from 13 customers, indicating a high level of satisfaction with the product's performance. However, the brand's trustworthiness is a concern, scoring only 30/100, which may be a red flag for some consumers. Despite this, the product's high review content quality and consistency suggest that it is a reliable and effective solution for outdoor cooking and heating needs.

Frequently Asked Questions

Are the reviews for SHINESTAR Propane Hose Adapter & 5 FT Br... real?

▼

Based on our AI analysis, approximately 77% of reviews appear authentic, while 23% 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 6,706 reviews to calculate the trust score.

Should I buy SHINESTAR Propane Hose Adapter & 5 FT Br...?

▼

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 6,706 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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