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 93% (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?

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.

✅ Kenmore Intuition Bagged Upright Vacuum Lift-Up Carpet Cleaner 2-Motor Power Suction with HEPA Filter, 3-in-1 Combination Tool, HandiMate for Floor, Pet Hair, 14pounds, Green Review Analysis

Name: Kenmore Intuition Bagged Upright Vacuum Lift-Up Carpet Cleaner 2-Motor Power Suction with HEPA Filter, 3-in-1 Combination Tool, HandiMate for Floor, Pet Hair, 14pounds, Green
Brand: Kenmore
SKU: B08CXPQXL5
Price: 159.9 USD
Availability: InStock
Rating: 4.2 (6876 reviews)

Analysis Summary

Analysis is 89.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Kenmore upright vacuum cleaner has received overwhelmingly positive reviews, with a rating of 4.2 out of 5 stars from 8 reviewers. The high scores for Reviewer Credibility and Product Consistency suggest that the product is reliable and performs well, which is reassuring for consumers who value a trustworthy brand like Kenmore. However, the lower score for Review Content Quality indicates that some reviews may lack detail or clarity, which could be a concern for potential buyers who want to make an informed decision.

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

I love it(5)best vacuum ever(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity93%

Natural Language Flow74%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

October 21, 2025

Total Reviews

6,876 reviews analyzed

Understanding This Trust Score

Kenmore Intuition Bagged Upright Vacuum Lift-Up Carpet Clean... received a Grade A with a trust score of 93/100. 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 Kenmore Intuition Bagged Upright Vacuum Lift-Up Ca..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

I love it (5x)

Overall sentiment: Based on the analysis, this Kenmore upright vacuum cleaner has received overwhelmingly positive reviews, with a rating of 4.2 out of 5 stars from 8 reviewers. The high scores for Reviewer Credibility and Product Consistency suggest that the product is reliable and performs well, which is reassuring for consumers who value a trustworthy brand like Kenmore. However, the lower score for Review Content Quality indicates that some reviews may lack detail or clarity, which could be a concern for potential buyers who want to make an informed decision.

Frequently Asked Questions

Are the reviews for Kenmore Intuition Bagged Upright Vacuum ... real?

▼

Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% 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 6,876 reviews to calculate the trust score.

Should I buy Kenmore Intuition Bagged Upright Vacuum ...?

▼

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 6,876 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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