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.

⚠️ Replacement Parts Compatible with iRobot Roomba J7 J7+ J5 J5+ J6 J6+ J8 J8+ J9 J9+ i e j series Vacuum Cleaner Accessories Kit,Front Caster Wheel,Rubber Brushes,6 HEPA Filters,6 Side Brushes Review Analysis

Name: Replacement Parts Compatible with iRobot Roomba J7 J7+ J5 J5+ J6 J6+ J8 J8+ J9 J9+ i e j series Vacuum Cleaner Accessories Kit,Front Caster Wheel,Rubber Brushes,6 HEPA Filters,6 Side Brushes
Brand: Replacement
SKU: B0DHYJD8ZG
Price: 22.94 CAD
Availability: InStock
Rating: 4.4 (86 reviews)

Analysis Summary

Analysis is 59.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this replacement parts kit for iRobot Roomba vacuum cleaners has received an overall score of 81/100, with a 4.4/5 rating from 11 reviews. While the product's consistency and reviewer credibility are strong, concerns arise from the relatively low review content quality, which may indicate a lack of detailed information about the product's performance and durability. Overall, this product appears to be a trustworthy option for iRobot Roomba owners, but it's essential to carefully review the product description and seller reputation before making a purchase.

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

57%

Authenticity

iRobot(5)Roomba(8)replacement parts(11)compatible with(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow82%

Unique Phrasing96%

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

Recommendation

✅ Recommended

Analysis Date

November 20, 2025

Total Reviews

86 reviews analyzed

Understanding This Trust Score

Replacement Parts Compatible with iRobot Roomba J7 J7+ J5 J5... 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 Replacement Parts Compatible with iRobot Roomba J7..., here are the most common themes and opinions shared by verified buyers:

⚠ Common Concerns:

replacement parts (11x)

Overall sentiment: Based on the analysis, this replacement parts kit for iRobot Roomba vacuum cleaners has received an overall score of 81/100, with a 4.4/5 rating from 11 reviews. While the product's consistency and reviewer credibility are strong, concerns arise from the relatively low review content quality, which may indicate a lack of detailed information about the product's performance and durability. Overall, this product appears to be a trustworthy option for iRobot Roomba owners, but it's essential to carefully review the product description and seller reputation before making a purchase.

Frequently Asked Questions

Are the reviews for Replacement Parts Compatible with iRobot... real?

▼

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?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 86 reviews to calculate the trust score.

Should I buy Replacement Parts Compatible with iRobot...?

▼

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 86 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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