How does RateBud detect fake Amazon reviews?

RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 82.3% (Grade C). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

Is RateBud's review analysis free?

Yes, RateBud's AI-powered review analysis is completely free. We analyze Amazon reviews to help you avoid fake reviews and make informed purchasing decisions. No signup required.

⚠️ Liquid Biotin and Collagen 15000Mcg, Natural Berry Flavor, Drops for Hair, Skin, Nails z (Pack of 2) Review Analysis

Name: Liquid Biotin and Collagen 15000Mcg, Natural Berry Flavor, Drops for Hair, Skin, Nails z (Pack of 2)
Brand: Liquid
SKU: B0DM5463YM
Price: 25.23 USD
Availability: InStock
Rating: 5 (4 reviews)

Analysis Summary

Analysis is 58 days old. Re-run to get the latest review data and insights.

Based on this review analysis, the product "Liquid Biotin and Collagen 15000Mcg, Natural Berry Flavor, Drops for Hair, Skin, Nails" from brand GE appears to be trustworthy, with a high overall score of 82.3/100 and a credible reviewer. The product's consistency and distribution are also strong points, suggesting that it's a reliable option. However, the relatively low review content quality score of 77/100 indicates that more detailed reviews would be helpful to further validate the product's effectiveness.

Review Timeline

Review patterns over time - spikes may indicate manipulation

82%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Day Span

Pattern Analysis

Warning: Not enough review dates to create a timeline. All available reviews may be from a single day.

Keyword Analysis

Common phrases and their authenticity patterns

77%

Authenticity

like the fact(5)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity30%

Natural Language Flow40%

Unique Phrasing40%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

November 21, 2025

Total Reviews

4 reviews analyzed

Understanding This Trust Score

Liquid Biotin and Collagen 15000Mcg, Natural Berry Flavor, D... received a Grade C with a trust score of 82.3/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Liquid Biotin and Collagen 15000Mcg, Natural Berry..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: Based on this review analysis, the product "Liquid Biotin and Collagen 15000Mcg, Natural Berry Flavor, Drops for Hair, Skin, Nails" from brand GE appears to be trustworthy, with a high overall score of 82.3/100 and a credible reviewer. The product's consistency and distribution are also strong points, suggesting that it's a reliable option. However, the relatively low review content quality score of 77/100 indicates that more detailed reviews would be helpful to further validate the product's effectiveness.

Frequently Asked Questions

Are the reviews for Liquid Biotin and Collagen 15000Mcg, Nat... real?

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Based on our AI analysis, approximately 82.3% of reviews appear authentic, while 17.700000000000003% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

How does RateBud detect fake reviews?

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Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 4 reviews to calculate the trust score.

Should I buy Liquid Biotin and Collagen 15000Mcg, Nat...?

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Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The C grade indicates good review authenticity.

Shopping Tips

This product has 4 reviews with a Grade C trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ Good Quality Product

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