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% (Grade A). 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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✅ STANLEY Shop Vac SL18115P, 5 Gallon Peak 4 Horsepower Wet Dry Vacuums, Blower 3 in 1 Functions 15 Feet Cleaning Range for Garage, Carpet Clean, Shop Cleaning, Car Detailing with Attachments Review Analysis

Name: STANLEY Shop Vac SL18115P, 5 Gallon Peak 4 Horsepower Wet Dry Vacuums, Blower 3 in 1 Functions 15 Feet Cleaning Range for Garage, Carpet Clean, Shop Cleaning, Car Detailing with Attachments
Brand: STANLEY
SKU: B01J9LEI4E
Price: 59.99 USD
Availability: InStock
Rating: 4.5 (3577 reviews)

Analysis Summary

Analysis is 148.3 days old. Re-run to get the latest review data and insights.

The STANLEY Shop Vac SL18115P has received overwhelmingly positive reviews, with an overall score of 88/100, indicating a high level of customer satisfaction. The product's excellent review content quality, high review velocity, and perfect reviewer credibility all contribute to its trustworthiness, making it a reliable choice for garage, carpet, and shop cleaning. However, the seller's relatively lower reputation score of 72/100 is a concern that buyers should be aware of when making a purchase decision.

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

89%

Authenticity

great suction power(5)easy to use(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow84%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

August 23, 2025

Total Reviews

3,577 reviews analyzed

Understanding This Trust Score

STANLEY Shop Vac SL18115P, 5 Gallon Peak 4 Horsepower Wet Dr... received a Grade A with a trust score of 88/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for STANLEY Shop Vac SL18115P, 5 Gallon Peak 4 Horsepo..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great suction power (5x)easy to use (8x)

Overall sentiment: The STANLEY Shop Vac SL18115P has received overwhelmingly positive reviews, with an overall score of 88/100, indicating a high level of customer satisfaction. The product's excellent review content quality, high review velocity, and perfect reviewer credibility all contribute to its trustworthiness, making it a reliable choice for garage, carpet, and shop cleaning. However, the seller's relatively lower reputation score of 72/100 is a concern that buyers should be aware of when making a purchase decision.

Frequently Asked Questions

Are the reviews for STANLEY Shop Vac SL18115P, 5 Gallon Peak... real?

▼

Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% 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 3,577 reviews to calculate the trust score.

Should I buy STANLEY Shop Vac SL18115P, 5 Gallon Peak...?

▼

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

Shopping Tips

This product has 3,577 reviews with a Grade A 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.

✨ Premium Quality Product

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