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 81% (Grade C). 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.

⚠️ Cordless Vacuum Cleaner,Vacuum Cleaners for Home with Super Suction,Lightweight Stick Vacuum with 35 Mins Runtime,Rechargeable Cordless Vacuum for Carpet, Tile, Pet Hair, Hardwood Floors(Red) Review Analysis

Name: Cordless Vacuum Cleaner,Vacuum Cleaners for Home with Super Suction,Lightweight Stick Vacuum with 35 Mins Runtime,Rechargeable Cordless Vacuum for Carpet, Tile, Pet Hair, Hardwood Floors(Red)
Brand: Cordless
SKU: B0FB3WQLD6
Price: 129.99 USD
Availability: InStock
Rating: 5 (143 reviews)

Analysis Summary

Analysis is 102.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this GE cordless vacuum cleaner has received overwhelmingly positive reviews from a small but credible group of customers, with a rating of 5/5 stars. While the review content quality could be improved, the high reviewer credibility and product consistency scores suggest that this product is trustworthy and reliable, particularly for its suction power and runtime. However, the relatively low review count and seller reputation scores raise some concerns about the product's long-term performance and customer support.

Review Timeline

Review patterns over time - spikes may indicate manipulation

83%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Day Span

Pattern Analysis

Warning: All reviews were posted in a very short period. This can be a sign of a review campaign.

Keyword Analysis

Common phrases and their authenticity patterns

61%

Authenticity

perfect for(5)excellent choice(8)best thing ever(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

✅ Recommended

Analysis Date

October 8, 2025

Total Reviews

143 reviews analyzed

Understanding This Trust Score

Cordless Vacuum Cleaner,Vacuum Cleaners for Home with Super ... received a Grade C with a trust score of 81/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Cordless Vacuum Cleaner,Vacuum Cleaners for Home w..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: Based on the analysis, this GE cordless vacuum cleaner has received overwhelmingly positive reviews from a small but credible group of customers, with a rating of 5/5 stars. While the review content quality could be improved, the high reviewer credibility and product consistency scores suggest that this product is trustworthy and reliable, particularly for its suction power and runtime. However, the relatively low review count and seller reputation scores raise some concerns about the product's long-term performance and customer support.

Frequently Asked Questions

Are the reviews for Cordless Vacuum Cleaner,Vacuum Cleaners ... real?

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Based on our AI analysis, approximately 81% of reviews appear authentic, while 19% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 143 reviews to calculate the trust score.

Should I buy Cordless Vacuum Cleaner,Vacuum Cleaners ...?

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

Shopping Tips

This product has 143 reviews with a Grade C 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.

✨ Good Quality Product

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