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 87% (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?

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✅ 72 pcs Sewing Machine Thread Kit, Thread with Prewound Bobbins & 36 Colors, 400 Yard Polyester for Hand Sewing DIY & Emergency Home, Christmas Stocking Stuffers White Elephant Gifts for Women Mom Review Analysis

Name: 72 pcs Sewing Machine Thread Kit, Thread with Prewound Bobbins & 36 Colors, 400 Yard Polyester for Hand Sewing DIY & Emergency Home, Christmas Stocking Stuffers White Elephant Gifts for Women Mom
Brand: 72
SKU: B0F9B7P166
Price: 22.49 CAD
Availability: InStock
Rating: 4.4 (71 reviews)

Analysis Summary

Analysis is 49.3 days old. Re-run to get the latest review data and insights.

Based on the analysis, this 72-piece sewing machine thread kit from GE has received a high overall score of 87/100, with a 4.4/5-star rating from 13 reviews. The product's consistency and brand trust are notable positives, indicating that it is a reliable choice for home sewing needs. However, the relatively low review content quality score suggests that some reviewers may have provided brief or unhelpful feedback, which could be a concern for consumers looking for detailed information about the product's performance.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

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

game-changer(5)absolute must-have(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity90%

Natural Language Flow100%

Unique Phrasing88%

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

Recommendation

✅ Recommended

Analysis Date

November 30, 2025

Total Reviews

71 reviews analyzed

Understanding This Trust Score

72 pcs Sewing Machine Thread Kit, Thread with Prewound Bobbi... received a Grade B with a trust score of 87/100. 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 72 pcs Sewing Machine Thread Kit, Thread with Prew..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

absolute must-have (8x)

Overall sentiment: Based on the analysis, this 72-piece sewing machine thread kit from GE has received a high overall score of 87/100, with a 4.4/5-star rating from 13 reviews. The product's consistency and brand trust are notable positives, indicating that it is a reliable choice for home sewing needs. However, the relatively low review content quality score suggests that some reviewers may have provided brief or unhelpful feedback, which could be a concern for consumers looking for detailed information about the product's performance.

Frequently Asked Questions

Are the reviews for 72 pcs Sewing Machine Thread Kit, Thread... real?

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Based on our AI analysis, approximately 87% of reviews appear authentic, while 13% 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 71 reviews to calculate the trust score.

Should I buy 72 pcs Sewing Machine Thread Kit, Thread...?

▼

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 71 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

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