Coffee Essential Oil – 30ml | Pure Perfume Oil for Candle & Soap Making, Diffuser, Massage | Rich Aromatic Coffee for Daily Use

ASIN: B0C1PMD8NW
Analysis Date: Feb 26, 2026

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Review Analysis Results

B
Authenticity Grade
15.00%
Fake Reviews
4.33
Original Rating
4.00
Adjusted Rating

Analysis Summary

The overwhelming majority of these reviews appear genuine, with approximately 85% showing clear authentic characteristics. All reviews are verified purchases, which significantly increases their credibility. The reviews display a natural distribution of ratings (5, 4, and 1-star) and diverse writing styles, including personal anecdotes, specific usage scenarios, and even some critical feedback. This pattern strongly suggests organic customer feedback rather than coordinated manipulation.

Multiple reviews demonstrate strong genuine indicators through personal context and specific details. Review #1 describes using peppermint oil for nasal congestion during allergies and adding it to masks while cleaning. Review #7 provides detailed information about using frankincense oil for hormonal hair fallout, noting the pleasant smell, non-greasy texture, and dropper functionality. Review #9 offers a balanced perspective on coffee-scented oil for candles, acknowledging both strengths and limitations while recognizing subjective preferences. These detailed, context-rich reviews are hallmarks of authentic customer experiences.

Only two reviews raise mild concerns for potential inauthenticity. Review #2 is extremely brief with generic praise lacking specific details, and Review #3 is similarly minimal with basic positive sentiment. However, even these could simply be from satisfied customers who don't elaborate extensively. There are no clear patterns of marketing language, repetitive phrasing across reviews, or other manipulation indicators that would suggest organized fake reviewing.

Overall, this appears to be a collection of mostly authentic reviews for essential oil products. The detailed personal experiences, verified purchase status, and natural rating distribution strongly support organic customer feedback. While a small percentage of reviews are brief and generic, this is common in any review set and doesn't indicate systematic manipulation. The genuine reviews provide valuable insights into how customers actually use these products in their daily lives.

Key patterns identified in the review analysis include: Detailed personal health/wellness applications, Specific usage scenarios in daily life, Natural rating distribution with both positive and critical feedback.

Review Statistics

4,875
Total Reviews on Amazon
-0.33
Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade B mean?

This product has good review authenticity with minor concerns. While most reviews appear genuine, we detected some patterns that warrant mild caution.

Adjusted Rating Explained

The adjusted rating (4.00 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (4.33 stars), suggesting positive fake reviews may be inflating the score.

How We Detect Fake Reviews

Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.

Important Limitations

No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.

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