BodyBio Butyrate - Postbiotic for Gut Health, Digestive Support, Bloat, Gas & Constipation Relief, Leaky Gut Repair - Sodium + Butyric Acid Supplement for GI Wellness

ASIN: B0058A9SF0
Analysis Date: Jan 1, 2026 (re-analyzed Jan 1, 2026)

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Review Analysis Results

B
Authenticity Grade
15.00%
Fake Reviews
3.73
Original Rating
3.50
Adjusted Rating

Analysis Summary

The overwhelming majority of these reviews appear genuine, with only a small subset showing potential manipulation patterns. Of the 15 reviews analyzed, approximately 85% demonstrate authentic characteristics including detailed personal health narratives, specific product experiences, balanced perspectives, and verified purchase indicators. The reviews span a full rating spectrum from 1-star to 5-star, which is typical of genuine product feedback rather than coordinated manipulation.

Strong evidence of authenticity includes multiple reviews with specific personal health contexts (review 2 mentions a Gut Zoomer test recommendation, review 3 discusses diverticulitis management, review 12 details use for a dog with melanoma), balanced perspectives that acknowledge both benefits and drawbacks (review 7's detailed description of side effects, review 3's mention of weird smell), and critical feedback that addresses specific issues (review 15's allergy concern, review 13's delivery problem). The presence of verified purchase indicators ('V') across most reviews further supports authenticity.

Only a few reviews raise minor concerns: review 6's 'Good product' is overly generic without context, and review 8's 'Prompt delivery, item as described' focuses on transactional aspects rather than product experience. However, these represent a small minority and could simply be from less verbose customers rather than coordinated manipulation. No clear patterns of marketing language or repetitive phrasing across reviews were detected.

In summary, this review set appears predominantly authentic with a diverse range of genuine customer experiences. The few potentially suspicious reviews lack the clear manipulation patterns that would indicate organized fake review campaigns. The product receives both praise and criticism in ways that reflect real user experiences rather than promotional content.

Key patterns identified in the review analysis include: Specific personal health narratives, Balanced perspectives acknowledging pros and cons, Full rating spectrum from 1-5 stars.

Review Statistics

2,749
Total Reviews on Amazon
-0.23
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 (3.50 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 (3.73 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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