What percentage of reviews are fake for this product?

28.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of C based on review authenticity analysis.

How many reviews were analyzed?

12 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.20 out of 5 stars.

How does this analysis help consumers?

This analysis helps consumers identify products with manipulated reviews, enabling more informed purchasing decisions based on genuine customer feedback.

Lifeboost Light Roast Ground Coffee - Non-GMO Single Origin Low Acid Organic Light Roast Coffee - Third Party Tested For Mycotoxins & Pesticides - Ground - 12 Ounces

Name: Lifeboost Light Roast Ground Coffee - Non-GMO Single Origin Low Acid Organic Light Roast Coffee - Third Party Tested For Mycotoxins & Pesticides - Ground - 12 Ounces
Brand: Amazon
SKU: B089B12MB1
Availability: InStock
Rating: 3.2 (12 reviews)

ASIN: B089B12MB1

Analysis Date: Oct 30, 2025 (re-analyzed Oct 30, 2025)

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

3.75

Original Rating

3.20

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity with some legitimate patterns but also several concerning elements. Positive aspects include: natural language variation, specific product experiences (French press usage, different roast preferences), and genuine negative reviews with detailed complaints. Concerning patterns include: multiple reviews using nearly identical health benefit language about acid reflux/GERD, some overly enthusiastic phrasing ('coffee of the century'), and several reviews that read like marketing copy rather than genuine user experiences. The rating distribution (mostly 5-star with some legitimate 1-3 star reviews) suggests some organic variation, but the clustering around health benefits raises questions about coordinated messaging.

Review Statistics

347

Total Reviews on Amazon

-0.55

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade C mean?

This product has moderate review authenticity concerns. A notable portion of reviews show suspicious patterns. Consider reading reviews carefully before purchasing.

Adjusted Rating Explained

The adjusted rating (3.20 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 (3.75 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.