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 92% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ Earthwise SN74016 40-Volt Cordless Electric Snow Shovel, Brushless Motor, 16-Inch width, 300lbs/Minute (Battery and Charger Included) Review Analysis

Name: Earthwise SN74016 40-Volt Cordless Electric Snow Shovel, Brushless Motor, 16-Inch width, 300lbs/Minute (Battery and Charger Included)
Brand: Earthwise
SKU: B073V482GX
Price: 215.38 USD
Availability: InStock
Rating: 4.1 (1988 reviews)

Analysis Summary

Analysis is 35.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Earthwise 40-Volt Cordless Electric Snow Shovel from GE has received an overall score of 92/100, with a 4.1/5 rating from 7 reviews. The product's high review velocity and credibility suggest that it is a reliable and efficient snow shovel, but some concerns arise from the relatively low review content quality and seller reputation scores. Overall, this product appears to be a trustworthy option for those in need of a reliable cordless snow shovel, but it's essential to consider these potential drawbacks when making a purchase.

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

I highly recommend this electric snow shovel.(5)It works well on medium sized driveways, sidewalks and porches.(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity89%

Natural Language Flow84%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

December 14, 2025

Total Reviews

1,988 reviews analyzed

Understanding This Trust Score

Earthwise SN74016 40-Volt Cordless Electric Snow Shovel, Bru... received a Grade A with a trust score of 92/100. 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 Earthwise SN74016 40-Volt Cordless Electric Snow S..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

It works well on medium sized driveways, sidewalks and porches. (8x)

Overall sentiment: Based on the analysis, this Earthwise 40-Volt Cordless Electric Snow Shovel from GE has received an overall score of 92/100, with a 4.1/5 rating from 7 reviews. The product's high review velocity and credibility suggest that it is a reliable and efficient snow shovel, but some concerns arise from the relatively low review content quality and seller reputation scores. Overall, this product appears to be a trustworthy option for those in need of a reliable cordless snow shovel, but it's essential to consider these potential drawbacks when making a purchase.

Frequently Asked Questions

Are the reviews for Earthwise SN74016 40-Volt Cordless Elect... real?

▼

Based on our AI analysis, approximately 92% of reviews appear authentic, while 8% 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 1,988 reviews to calculate the trust score.

Should I buy Earthwise SN74016 40-Volt Cordless Elect...?

▼

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 1,988 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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