What percentage of reviews are fake for this product?

85.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

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

How many reviews were analyzed?

80 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 2.80 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.

South Chicago Packing Wagyu Beef Tallow, 42 Ounces, Paleo-friendly, Keto-friendly, 100% Pure Wagyu

Name: South Chicago Packing Wagyu Beef Tallow, 42 Ounces, Paleo-friendly, Keto-friendly, 100% Pure Wagyu
Brand: Amazon
SKU: B0881XTCR3
Availability: InStock
Rating: 2.8 (80 reviews)

ASIN: B0881XTCR3

Analysis Date: Oct 19, 2025

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Review Analysis Results

Authenticity Grade

85.00%

Fake Reviews

4.88

Original Rating

2.80

Adjusted Rating

Analysis Summary

The review set shows overwhelming evidence of artificial manipulation with 85% estimated fake reviews. Key indicators: 1) EXTREME duplication - the same 8 reviews are repeated verbatim across multiple user IDs, creating an artificial volume effect; 2) Suspicious rating distribution - 94% are 5-star reviews with only 6% 4-star, lacking natural variance; 3) Unnatural language patterns - reviews use identical phrasing, excessive superlatives ('best beef tallow I've used yet'), and marketing-style language; 4) Verification patterns - all reviews are marked as 'U' (unverified purchase), which is highly unusual for a food product where most legitimate buyers would have purchase verification; 5) Content repetition - phrases like 'So far, this 42 Ounce container from South Chicago Packing is by far the best Beef Tallow in both Quality and Price from Amazon' appear identically across multiple users.

Review Statistics

-2.08

Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade F mean?

This product has severe review authenticity problems. A majority of reviews appear fake or manipulated. We strongly recommend finding alternatives.

Adjusted Rating Explained

The adjusted rating (2.80 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 (4.88 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.