12 Pack 8.5 oz swing top glass bottles,flip top glass bottle with airtight lid for home brewing,kombucha,kefir,vanilla extract,beer,oil,vinegar,homemade juices,soda,beverages,2nd fermentation

ASIN: B0DNDXX7Q5
Analysis Date: Dec 15, 2025

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Review Analysis Results

B
Authenticity Grade
12.00%
Fake Reviews
4.67
Original Rating
4.40
Adjusted Rating

Analysis Summary

The overwhelming majority of these reviews appear genuine, with approximately 88% showing authentic characteristics. Most reviews are from verified purchasers and contain specific, personal details about product usage that align with normal consumer experiences. The high concentration of 5-star ratings is expected for a functional product like swing-top bottles that serve specific purposes well, particularly for homemade vanilla extract and kombucha, which multiple reviewers independently mention.

Strong evidence of authenticity includes detailed personal narratives like review #1 describing use for "homemade eggnog, vanilla, irish cream" and specific handling instructions, review #2 noting that "labels and marker are a nice touch but wipe off easily," and review #7 providing a balanced 4-star perspective on kombucha serving sizes. These reviews demonstrate varied writing styles, different use cases, and authentic personal experiences rather than manufactured praise. The presence of a 1-star review in Japanese (#10) further supports organic review patterns.

Minor concerns include some repetitive language about vanilla extract across multiple reviews and two identical reviews (#1 and #11) that appear to be duplicates, which could indicate either a posting error or manipulation. However, these represent only a small fraction of the total reviews, and the duplicate could be an honest mistake by a user reposting their review.

Overall, this appears to be a legitimate product receiving predominantly genuine positive feedback from users engaged in specific hobbies like homemade extracts and fermented drinks. While there are a few questionable elements, they don't significantly undermine the overall authenticity of the review set, which largely reflects real customer experiences with a product that serves niche purposes effectively.

Key patterns identified in the review analysis include: Multiple mentions of homemade vanilla extract, Specific use cases: kombucha, coffee syrup, eggnog, Comments on included accessories: labels, funnel, extra seals.

Review Statistics

457
Total Reviews on Amazon
-0.27
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 (4.40 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 (4.67 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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