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 83.3% (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.

⚠️ Automatic Needle Threader, Reusable Needle Threaders for Hand Sewing, Small Needle Eye Sewing Machine Needle Threader, Random Color Needle Threader Tool for DIY Embroidery Cross Stitch Craft (12PCS) Review Analysis

Name: Automatic Needle Threader, Reusable Needle Threaders for Hand Sewing, Small Needle Eye Sewing Machine Needle Threader, Random Color Needle Threader Tool for DIY Embroidery Cross Stitch Craft (12PCS)
Brand: Automatic
SKU: B0DM1JW1M8
Price: 9.99 USD
Availability: InStock
Rating: 3.7 (4 reviews)

Analysis Summary

Analysis is 101.9 days old. Re-run to get the latest review data and insights.

Based on the review analysis, this Automatic Needle Threader has received a moderate rating of 3.7/5 from a small number of reviewers, suggesting a decent but not outstanding product. The high reviewer credibility and review distribution scores indicate that the reviews are trustworthy and representative of the product's performance. However, the lower seller reputation score raises concerns about the brand's consistency and reliability in delivering quality products.

Review Timeline

Review patterns over time - spikes may indicate manipulation

85%

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

79%

Authenticity

as described(5)helps me(8)

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

October 9, 2025

Total Reviews

4 reviews analyzed

Understanding This Trust Score

Automatic Needle Threader, Reusable Needle Threaders for Han... received a Grade C with a trust score of 83.3/100. 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 Automatic Needle Threader, Reusable Needle Threade..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

helps me (8x)

Overall sentiment: Based on the review analysis, this Automatic Needle Threader has received a moderate rating of 3.7/5 from a small number of reviewers, suggesting a decent but not outstanding product. The high reviewer credibility and review distribution scores indicate that the reviews are trustworthy and representative of the product's performance. However, the lower seller reputation score raises concerns about the brand's consistency and reliability in delivering quality products.

Frequently Asked Questions

Are the reviews for Automatic Needle Threader, Reusable Need... real?

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Based on our AI analysis, approximately 83.3% of reviews appear authentic, while 16.700000000000003% 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 Automatic Needle Threader, Reusable Need...?

▼

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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