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 88% (Grade B). 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.

✅ Giegxin 40 Pcs Flower Enamel Pins for Backpacks Floral Lapel Pins Bulk Cute Wildflower Rose Spring Sunflower Tulip Lily Hydrangeas Brooch for Women Girl Hat Clothes Bags Accessories Gifts Review Analysis

Name: Giegxin 40 Pcs Flower Enamel Pins for Backpacks Floral Lapel Pins Bulk Cute Wildflower Rose Spring Sunflower Tulip Lily Hydrangeas Brooch for Women Girl Hat Clothes Bags Accessories Gifts
Brand: Giegxin
SKU: B0CLD4Q931
Price: 14.99 USD
Availability: InStock
Rating: 4.6 (351 reviews)

Analysis Summary

Analysis is 84.2 days old. Re-run to get the latest review data and insights.

Based on the analysis, this product has received overwhelmingly positive reviews from a small but highly credible group of customers, with an average rating of 4.6/5. The consistent quality of the flower enamel pins and the seller's reputation for delivering reliable products are major positives. However, the relatively low review content quality score suggests that some reviews may be brief or lacking in detail, which could be a concern for customers seeking more in-depth feedback.

Review Timeline

Review patterns over time - spikes may indicate manipulation

90%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

71%

Authenticity

cute(5)good quality(8)great variety(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow81%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

October 26, 2025

Total Reviews

351 reviews analyzed

Understanding This Trust Score

Giegxin 40 Pcs Flower Enamel Pins for Backpacks Floral Lapel... received a Grade B with a trust score of 88/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Giegxin 40 Pcs Flower Enamel Pins for Backpacks Fl..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

good quality (8x)

Overall sentiment: Based on the analysis, this product has received overwhelmingly positive reviews from a small but highly credible group of customers, with an average rating of 4.6/5. The consistent quality of the flower enamel pins and the seller's reputation for delivering reliable products are major positives. However, the relatively low review content quality score suggests that some reviews may be brief or lacking in detail, which could be a concern for customers seeking more in-depth feedback.

Frequently Asked Questions

Are the reviews for Giegxin 40 Pcs Flower Enamel Pins for Ba... real?

▼

Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 351 reviews to calculate the trust score.

Should I buy Giegxin 40 Pcs Flower Enamel Pins for Ba...?

▼

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

Shopping Tips

This product has 351 reviews with a Grade B 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.

✨ High Quality Product

As an Amazon Associate I earn from qualifying purchases