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 77% (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.

Product image of Caydo Embroidery Kit with Water Soluble Embroidery Stabilizer Including 2Pcs Embroidery Hoops, 100 Color Threads, Embroidery Fabric, and Cross Stitch Tool Embroidery Starter Kits for Adults Beginners

Caydo Embroidery Kit with Water Soluble Embroidery Stabilizer Including 2Pcs Embroidery Hoops, 100 Color Threads, Embroidery Fabric, and Cross Stitch Tool Embroidery Starter Kits for Adults Beginners

Name: Caydo Embroidery Kit with Water Soluble Embroidery Stabilizer Including 2Pcs Embroidery Hoops, 100 Color Threads, Embroidery Fabric, and Cross Stitch Tool Embroidery Starter Kits for Adults Beginners
Brand: Caydo
SKU: B0746GBC9S
Price: 19.99 USD
Availability: InStock
Rating: 4.6 (6171 reviews)

4.6(6,171 reviews)

AI-powered analysis of this product's reviews to help you make an informed purchase decision.

Last analyzed: September 1, 2025

0%🟠

Fair

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 139.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Caydo Embroidery Kit has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 96% product consistency. However, the review content quality is somewhat lacking, which may indicate that some reviewers are not providing detailed or helpful feedback. Overall, the product seems trustworthy, but customers may want to look for more in-depth reviews to make an informed decision.

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

65%

Authenticity

very good(5)great quality(8)excellent value(11)incredible value(14)hervorragend(17)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity96%

Natural Language Flow95%

Unique Phrasing94%

Caution: Some phrases appear unusually frequently. This may indicate coordinated reviews or templated responses.

Recommendation

✅ Recommended

Analysis Date

September 1, 2025

Total Reviews

6,171 reviews analyzed

Understanding This Trust Score

Caydo Embroidery Kit with Water Soluble Embroidery Stabilize... received a Grade B with a trust score of 77/100. 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 Caydo Embroidery Kit with Water Soluble Embroidery..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

very good (5x)great quality (8x)

Overall sentiment: Based on the analysis, the Caydo Embroidery Kit has received overwhelmingly positive reviews from customers, with a 4.6/5 rating and 96% product consistency. However, the review content quality is somewhat lacking, which may indicate that some reviewers are not providing detailed or helpful feedback. Overall, the product seems trustworthy, but customers may want to look for more in-depth reviews to make an informed decision.

Frequently Asked Questions

Are the reviews for Caydo Embroidery Kit with Water Soluble ... real?

▼

Based on our AI analysis, approximately 77% of reviews appear authentic, while 23% 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 6,171 reviews to calculate the trust score.

Should I buy Caydo Embroidery Kit with Water Soluble ...?

▼

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 6,171 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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Grade BCaydo Embroidery Kit with Water Soluble Embroidery Stabilizer Including 2Pcs Embroidery Hoops, 100 Color Threads, Embroidery Fabric, and Cross Stitch Tool Embroidery Starter Kits for Adults Beginners