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 84.525% (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.

⚠️ 2 Pack 144368 SW-4 Water Filter Housing Wrench 6 inch ID for Whole House Filter Compatible with American Plumber W2010-PR, 152015, W2015-PR, 152017, 152022, 144368, Whirlpool and Keystone, and more Review Analysis

Name: 2 Pack 144368 SW-4 Water Filter Housing Wrench 6 inch ID for Whole House Filter Compatible with American Plumber W2010-PR, 152015, W2015-PR, 152017, 152022, 144368, Whirlpool and Keystone, and more
Brand: 2
SKU: B0FKTF8QG1
Price: 13.99 USD
Availability: InStock
Rating: 3.8 (7 reviews)

Analysis Summary

Based on the analysis, this product has received a generally positive validation result of 84.525/100, with a rating of 3.8/5 from 3 reviews. The high scores for Review Content Quality and Reviewer Credibility suggest that the reviews are reliable and trustworthy, but the lower scores for Review Distribution and Seller Reputation indicate that there may be limited feedback and less confidence in the seller. Overall, this product appears to be a trustworthy option for users looking for a compatible water filter housing wrench.

Review Timeline

Review patterns over time - spikes may indicate manipulation

85%

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

91%

Authenticity

well made(5)durable(8)tough polymer(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

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

Recommendation

✅ Recommended

Analysis Date

January 13, 2026

Total Reviews

7 reviews analyzed

Understanding This Trust Score

2 Pack 144368 SW-4 Water Filter Housing Wrench 6 inch ID for... received a Grade C with a trust score of 84.525/100. 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 2 Pack 144368 SW-4 Water Filter Housing Wrench 6 i..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

well made (5x)durable (8x)tough polymer (11x)

Overall sentiment: Based on the analysis, this product has received a generally positive validation result of 84.525/100, with a rating of 3.8/5 from 3 reviews. The high scores for Review Content Quality and Reviewer Credibility suggest that the reviews are reliable and trustworthy, but the lower scores for Review Distribution and Seller Reputation indicate that there may be limited feedback and less confidence in the seller. Overall, this product appears to be a trustworthy option for users looking for a compatible water filter housing wrench.

Frequently Asked Questions

Are the reviews for 2 Pack 144368 SW-4 Water Filter Housing ... real?

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Based on our AI analysis, approximately 84.525% of reviews appear authentic, while 15.474999999999994% 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 7 reviews to calculate the trust score.

Should I buy 2 Pack 144368 SW-4 Water Filter Housing ...?

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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 for [object Object]

This product has 7 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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