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 93% (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.

✅ Extra Strength Pain Relief PM & Nighttime Sleep Aid Caplets,(300 count), Acetaminophen 500 mg & Diphenhydramine HCl 25 mg, Non-Habit Forming, Compare to Active ingredients of Tylenol PM Review Analysis

Name: Extra Strength Pain Relief PM & Nighttime Sleep Aid Caplets,(300 count), Acetaminophen 500 mg & Diphenhydramine HCl 25 mg, Non-Habit Forming, Compare to Active ingredients of Tylenol PM
Brand: Extra
SKU: B0CKK7YMQD
Price: 9.99 USD
Availability: InStock
Rating: 4.7 (1321 reviews)

Analysis Summary

Based on the analysis, Excedrin's Extra Strength Pain Relief PM & Nighttime Sleep Aid Caplets have received overwhelmingly positive reviews, with a 4.7/5 rating and 93/100 overall score. Reviewers praised the product's effectiveness in relieving pain and promoting sleep, with high marks for product consistency and reviewer credibility. However, some concerns arise from the relatively low review velocity and seller reputation scores, suggesting that the product may not have been thoroughly tested by a wide range of customers, and the seller may not have a long-standing reputation for quality.

Review Timeline

Review patterns over time - spikes may indicate manipulation

80%

Velocity Score

Spikes

Detected

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Warning: We detected 1 suspicious review spike(s). Legitimate products typically have steady, organic review growth.

Keyword Analysis

Common phrases and their authenticity patterns

83%

Authenticity

phrase1(5)phrase2(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow64%

Unique Phrasing100%

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

Recommendation

✅ Recommended

Analysis Date

December 22, 2025

Total Reviews

1,321 reviews analyzed

Understanding This Trust Score

Extra Strength Pain Relief PM & Nighttime Sleep Aid Caplets,... received a Grade A with a trust score of 93/100. 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 Extra Strength Pain Relief PM & Nighttime Sleep Ai..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

phrase2 (8x)

⚠ Common Concerns:

phrase1 (5x)

Overall sentiment: Based on the analysis, Excedrin's Extra Strength Pain Relief PM & Nighttime Sleep Aid Caplets have received overwhelmingly positive reviews, with a 4.7/5 rating and 93/100 overall score. Reviewers praised the product's effectiveness in relieving pain and promoting sleep, with high marks for product consistency and reviewer credibility. However, some concerns arise from the relatively low review velocity and seller reputation scores, suggesting that the product may not have been thoroughly tested by a wide range of customers, and the seller may not have a long-standing reputation for quality.

Frequently Asked Questions

Are the reviews for Extra Strength Pain Relief PM & Nighttim... real?

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Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

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 1,321 reviews to calculate the trust score.

Should I buy Extra Strength Pain Relief PM & Nighttim...?

▼

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 for [object Object]

This product has 1,321 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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