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 85% (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?

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✅ Moen Flo Smart Water Monitor and Automatic Shutoff Sensor, Wi-Fi Connected Water Leak Detector for 1-Inch Diameter Pipe, 900-006 Review Analysis

Name: Moen Flo Smart Water Monitor and Automatic Shutoff Sensor, Wi-Fi Connected Water Leak Detector for 1-Inch Diameter Pipe, 900-006
Brand: Moen
SKU: B081HT5LD6
Price: 544.99 USD
Availability: InStock
Rating: 3.8 (1952 reviews)

Analysis Summary

Analysis is 130.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Moen Flo Smart Water Monitor and Automatic Shutoff Sensor has received a moderate rating of 3.8/5 from 7 reviews, indicating a generally positive but not outstanding performance. While the product has high consistency and credibility from reviewers, concerns arise from the relatively low review content quality and brand trust scores, suggesting that the product may not fully meet expectations in terms of features and reliability. Despite this, Moen's strong brand reputation and high reviewer credibility provide some assurance of the product's quality and effectiveness.

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

65%

Authenticity

water damage(5)insurance discounts(8)homeowners insurance industry(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity78%

Natural Language Flow86%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

September 10, 2025

Total Reviews

1,952 reviews analyzed

Understanding This Trust Score

Moen Flo Smart Water Monitor and Automatic Shutoff Sensor, W... received a Grade B with a trust score of 85/100. 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 Moen Flo Smart Water Monitor and Automatic Shutoff..., here are the most common themes and opinions shared by verified buyers:

⚠ Common Concerns:

water damage (5x)

Overall sentiment: Based on the analysis, the Moen Flo Smart Water Monitor and Automatic Shutoff Sensor has received a moderate rating of 3.8/5 from 7 reviews, indicating a generally positive but not outstanding performance. While the product has high consistency and credibility from reviewers, concerns arise from the relatively low review content quality and brand trust scores, suggesting that the product may not fully meet expectations in terms of features and reliability. Despite this, Moen's strong brand reputation and high reviewer credibility provide some assurance of the product's quality and effectiveness.

Frequently Asked Questions

Are the reviews for Moen Flo Smart Water Monitor and Automat... real?

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Based on our AI analysis, approximately 85% of reviews appear authentic, while 15% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

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 1,952 reviews to calculate the trust score.

Should I buy Moen Flo Smart Water Monitor and Automat...?

▼

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 1,952 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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