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 94% (Grade A). 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 Murphy’s Naturals Insect Bite Relief Balm, Travel-Friendly, Soothes Bug Bites with Plant-Based Oil, Fast-Acting, Easy Application, 0.75oz

Murphy’s Naturals Insect Bite Relief Balm, Travel-Friendly, Soothes Bug Bites with Plant-Based Oil, Fast-Acting, Easy Application, 0.75oz

Name: Murphy’s Naturals Insect Bite Relief Balm, Travel-Friendly, Soothes Bug Bites with Plant-Based Oil, Fast-Acting, Easy Application, 0.75oz
Brand: Murphy’s
SKU: B0714K4WL1
Price: 9.92 USD
Availability: InStock
Rating: 4.3 (2481 reviews)

4.3(2,481 reviews)

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

Last analyzed: September 25, 2025

0%🟢

Excellent

Trust Score

How trustworthy are the reviews for this product?

✓ Reviews appear trustworthy

Analysis Summary

Analysis is 115.5 days old. Re-run to get the latest review data and insights.

Based on the analysis, Murphy's Naturals Insect Bite Relief Balm has received overwhelmingly positive reviews, with a 4.3/5 rating and a 94/100 overall score. Reviewers praised the product's fast-acting and easy-to-apply formula, which is made with plant-based oils. However, the seller reputation score of 78/100 suggests that some customers may have had mixed experiences with the brand's customer service or shipping.

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

89%

Authenticity

love this stuff(5)works well(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow90%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

September 25, 2025

Total Reviews

2,481 reviews analyzed

Understanding This Trust Score

Murphy’s Naturals Insect Bite Relief Balm, Travel-Friendly, ... received a Grade A with a trust score of 94/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Murphy’s Naturals Insect Bite Relief Balm, Travel-..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

love this stuff (5x)works well (8x)

Overall sentiment: Based on the analysis, Murphy's Naturals Insect Bite Relief Balm has received overwhelmingly positive reviews, with a 4.3/5 rating and a 94/100 overall score. Reviewers praised the product's fast-acting and easy-to-apply formula, which is made with plant-based oils. However, the seller reputation score of 78/100 suggests that some customers may have had mixed experiences with the brand's customer service or shipping.

Frequently Asked Questions

Are the reviews for Murphy’s Naturals Insect Bite Relief Bal... real?

▼

Based on our AI analysis, approximately 94% of reviews appear authentic, while 6% 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 2,481 reviews to calculate the trust score.

Should I buy Murphy’s Naturals Insect Bite Relief Bal...?

▼

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

Shopping Tips

This product has 2,481 reviews with a Grade A 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.

✨ Premium Quality Product

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Grade AMurphy’s Naturals Insect Bite Relief Balm, Travel-Friendly, Soothes Bug Bites with Plant-Based Oil, Fast-Acting, Easy Application, 0.75oz