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 76% (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.

✅ roborock F25 ACE Wet Dry Vacuum Cleaner, Cordless Vacuum Mop All in One for Hard Floor, 20000Pa Hardwood Floor Cleaner with Zero Tangle, 194°F Hot Air Flash Drying Electric Mop, 180° Lie Flat, WiFi Review Analysis

Name: roborock F25 ACE Wet Dry Vacuum Cleaner, Cordless Vacuum Mop All in One for Hard Floor, 20000Pa Hardwood Floor Cleaner with Zero Tangle, 194°F Hot Air Flash Drying Electric Mop, 180° Lie Flat, WiFi
Brand: roborock
SKU: B0DHTW17RR
Price: 439.99 USD
Availability: InStock
Rating: 4.3 (186 reviews)

Analysis Summary

Analysis is 138.7 days old. Re-run to get the latest review data and insights.

Based on the analysis, the roborock F25 ACE Wet Dry Vacuum Cleaner has received an overall score of 76/100, indicating a generally positive but not outstanding performance. Reviewers praised its strong suction power and versatility, but some concerns were raised about the product's distribution and consistency across different users. Despite this, the product's high consistency score suggests that roborock has a good track record of delivering reliable products, which helps to build trust in the brand.

Review Timeline

Review patterns over time - spikes may indicate manipulation

88%

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

81%

Authenticity

easy to use(5)strong suction(8)self-cleaning(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow99%

Unique Phrasing97%

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

Recommendation

✅ Recommended

Analysis Date

September 2, 2025

Total Reviews

186 reviews analyzed

Understanding This Trust Score

roborock F25 ACE Wet Dry Vacuum Cleaner, Cordless Vacuum Mop... received a Grade B with a trust score of 76/100. 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 roborock F25 ACE Wet Dry Vacuum Cleaner, Cordless ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy to use (5x)strong suction (8x)

Overall sentiment: Based on the analysis, the roborock F25 ACE Wet Dry Vacuum Cleaner has received an overall score of 76/100, indicating a generally positive but not outstanding performance. Reviewers praised its strong suction power and versatility, but some concerns were raised about the product's distribution and consistency across different users. Despite this, the product's high consistency score suggests that roborock has a good track record of delivering reliable products, which helps to build trust in the brand.

Frequently Asked Questions

Are the reviews for roborock F25 ACE Wet Dry Vacuum Cleaner,... real?

▼

Based on our AI analysis, approximately 76% of reviews appear authentic, while 24% 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 186 reviews to calculate the trust score.

Should I buy roborock F25 ACE Wet Dry Vacuum Cleaner,...?

▼

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 186 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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