Is iRobot Roomba 104 Vac Robot Vacuum - Intense Power-Lifting Suction, Smart & Fast Home Mapping, Ideal for Pet Hair, LiDAR Navigation, Multi-Surface Cleaning, Cleans in Neat Rows, Self-Charging safe to buy?

This product is recommended for purchase based on our AI review analysis. Trust score: 89% (Grade B).

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 89% (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.

iRobot Roomba 104 Vac Robot Vacuum - Intense Power...: Grade B — 11% Suspicious Reviews

Name: iRobot Roomba 104 Vac Robot Vacuum - Intense Power-Lifting Suction, Smart & Fast Home Mapping, Ideal for Pet Hair, LiDAR Navigation, Multi-Surface Cleaning, Cleans in Neat Rows, Self-Charging
Brand: iRobot
SKU: B0F468NMZH
Price: 199.99 CAD
Availability: InStock
Rating: 4.2 (245 reviews)

Analysis Summary

Analysis is 69.5 days old. Re-run to get the latest review data and insights.

Based on this analysis, the iRobot Roomba 104 Vac Robot Vacuum has received overwhelmingly positive reviews from customers, with a 4.2/5 rating and 89/100 overall score. Reviewers praised its intense suction power, smart mapping features, and self-charging capabilities, but some expressed concerns about the product's consistency and brand trust, which may be influenced by the relatively low seller reputation score. Overall, the product's strengths outweigh its weaknesses, making it a trustworthy option for those seeking a reliable robot vacuum.

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

79%

Authenticity

best product ever(5)love it(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow99%

Unique Phrasing99%

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

Recommendation

✅ Recommended

Analysis Date

November 10, 2025

Total Reviews

245 reviews analyzed

Understanding This Trust Score

iRobot Roomba 104 Vac Robot Vacuum - Intense Power-Lifting S... received a Grade B with a trust score of 89/100. 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 iRobot Roomba 104 Vac Robot Vacuum - Intense Power..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

love it (8x)

Overall sentiment: Based on this analysis, the iRobot Roomba 104 Vac Robot Vacuum has received overwhelmingly positive reviews from customers, with a 4.2/5 rating and 89/100 overall score. Reviewers praised its intense suction power, smart mapping features, and self-charging capabilities, but some expressed concerns about the product's consistency and brand trust, which may be influenced by the relatively low seller reputation score. Overall, the product's strengths outweigh its weaknesses, making it a trustworthy option for those seeking a reliable robot vacuum.

Frequently Asked Questions

Are the reviews for iRobot Roomba 104 Vac Robot Vacuum - Int... real?

▼

Based on our AI analysis, approximately 89% of reviews appear authentic, while 11% 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 245 reviews to calculate the trust score.

Should I buy iRobot Roomba 104 Vac Robot Vacuum - Int...?

▼

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 245 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

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✨ High Quality Product

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