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.

✅ Four Candies 8 Pcs Highlighters Assorted Colors, Cute Pastel Highlighter Set, Dry Quickly, Soft Chisel Tip, Bible Highlighter for No Bleed, Back to School Supplies，Aesthetic Highlighters for Office Review Analysis

Name: Four Candies 8 Pcs Highlighters Assorted Colors, Cute Pastel Highlighter Set, Dry Quickly, Soft Chisel Tip, Bible Highlighter for No Bleed, Back to School Supplies，Aesthetic Highlighters for Office
Brand: Four
SKU: B0DPC6WVCN
Price: 7.99 USD
Availability: InStock
Rating: 4.4 (212 reviews)

Analysis Summary

Analysis is 136 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Four Candies 8-Piece Highlighter Set has received an overall score of 77/100, indicating a generally positive but not outstanding performance. The product's consistency and review velocity are strong points, suggesting that it is a reliable choice for customers. However, concerns about reviewer credibility and seller reputation may raise questions about the authenticity and reliability of the reviews, making it essential for customers to exercise caution when making a purchase.

Review Timeline

Review patterns over time - spikes may indicate manipulation

93%

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

83%

Authenticity

cute and chunky(5)great value for our money(8)very fast drying(11)does not bleed through(14)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow73%

Unique Phrasing90%

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

Recommendation

✅ Recommended

Analysis Date

September 5, 2025

Total Reviews

212 reviews analyzed

Understanding This Trust Score

Four Candies 8 Pcs Highlighters Assorted Colors, Cute Pastel... 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 Four Candies 8 Pcs Highlighters Assorted Colors, C..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

cute and chunky (5x)very fast drying (11x)does not bleed through (14x)

Overall sentiment: Based on the analysis, the Four Candies 8-Piece Highlighter Set has received an overall score of 77/100, indicating a generally positive but not outstanding performance. The product's consistency and review velocity are strong points, suggesting that it is a reliable choice for customers. However, concerns about reviewer credibility and seller reputation may raise questions about the authenticity and reliability of the reviews, making it essential for customers to exercise caution when making a purchase.

Frequently Asked Questions

Are the reviews for Four Candies 8 Pcs Highlighters Assorted... 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 212 reviews to calculate the trust score.

Should I buy Four Candies 8 Pcs Highlighters Assorted...?

▼

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 212 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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