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 92% (Grade A). 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.

Product image of Clean Essential Oil Set, Laundry Fragrance Oils for Diffuser, Home, Candle & Soap Making, Fresh Cotton, Fresh Linen, Lemongrass, Soft Powder, Lavender Laundry, Blossom Soap

Clean Essential Oil Set, Laundry Fragrance Oils for Diffuser, Home, Candle & Soap Making, Fresh Cotton, Fresh Linen, Lemongrass, Soft Powder, Lavender Laundry, Blossom Soap

Name: Clean Essential Oil Set, Laundry Fragrance Oils for Diffuser, Home, Candle & Soap Making, Fresh Cotton, Fresh Linen, Lemongrass, Soft Powder, Lavender Laundry, Blossom Soap
Brand: Clean
SKU: B0D6BP8D51
Price: 14.35 CAD
Availability: InStock
Rating: 4.3 (331 reviews)

4.3(331 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: November 9, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 70.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Clean Essential Oil Set has received overwhelmingly positive reviews, with an overall score of 92/100 and a 4.3/5 rating. Reviewers praise the product's consistency and effectiveness, with a high score of 95/100 for product consistency. However, the seller's reputation is a concern, with a score of 78/100, suggesting that buyers may want to exercise caution when purchasing from this seller.

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

91%

Authenticity

love it(5)great quality(8)smells great(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow93%

Unique Phrasing95%

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

Recommendation

✅ Recommended

Analysis Date

November 9, 2025

Total Reviews

331 reviews analyzed

Understanding This Trust Score

Clean Essential Oil Set, Laundry Fragrance Oils for Diffuser... received a Grade A with a trust score of 92/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Clean Essential Oil Set, Laundry Fragrance Oils fo..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

love it (5x)great quality (8x)smells great (11x)

Overall sentiment: Based on the analysis, the Clean Essential Oil Set has received overwhelmingly positive reviews, with an overall score of 92/100 and a 4.3/5 rating. Reviewers praise the product's consistency and effectiveness, with a high score of 95/100 for product consistency. However, the seller's reputation is a concern, with a score of 78/100, suggesting that buyers may want to exercise caution when purchasing from this seller.

Frequently Asked Questions

Are the reviews for Clean Essential Oil Set, Laundry Fragran... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 331 reviews to calculate the trust score.

Should I buy Clean Essential Oil Set, Laundry Fragran...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The A grade indicates excellent review authenticity.

Shopping Tips

This product has 331 reviews with a Grade A 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.

✨ Premium Quality Product

As an Amazon Associate I earn from qualifying purchases

Grade AClean Essential Oil Set, Laundry Fragrance Oils for Diffuser, Home, Candle & Soap Making, Fresh Cotton, Fresh Linen, Lemongrass, Soft Powder, Lavender Laundry, Blossom Soap