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?

13 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.80 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 Coffee Ground Medium Roast Coffee - Low Acid Single Origin USDA Organic Coffee - Non-GMO Ground Coffee Third Party Tested For Mycotoxins & Pesticides - 12 Ounces

Name: Lifeboost Coffee Ground Medium Roast Coffee - Low Acid Single Origin USDA Organic Coffee - Non-GMO Ground Coffee Third Party Tested For Mycotoxins & Pesticides - 12 Ounces
Brand: Amazon
SKU: B0899ZYXXN
Availability: InStock
Rating: 3.8 (13 reviews)

ASIN: B0899ZYXXN

Analysis Date: Oct 30, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.38

Original Rating

3.80

Adjusted Rating

Analysis Summary

The review set shows moderate authenticity concerns but falls within the range of legitimate products. Key findings: 1) Rating distribution is heavily skewed toward 5-star reviews (8/13 = 62%), with only 3 negative reviews, creating an unnatural distribution pattern. 2) Multiple reviews use nearly identical phrasing about 'low acid' benefits and 'expensive but worth it' justification, suggesting coordinated messaging. 3) Several reviews mention specific health benefits (no heartburn, no jitters, toxin-free) in repetitive ways that appear formulaic. However, the presence of genuine negative feedback (3-star reviews with detailed criticism), varied writing styles, and specific usage details (French press, pour over) provide authenticity signals. The verification badge (V) on all reviews adds credibility, though this alone doesn't guarantee authenticity.

Review Statistics

1,934

Total Reviews on Amazon

-0.58

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 (3.80 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 (4.38 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.