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 81% (Grade C). 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.

⚠️ Shoe Stretcher Men, Women Leather Boot Stretcher for Wide Feets, Shoe Tree Adjustable Boot Widener Stretcher Review Analysis

Name: Shoe Stretcher Men, Women Leather Boot Stretcher for Wide Feets, Shoe Tree Adjustable Boot Widener Stretcher
Brand: Shoe
SKU: B0D9M5SR99
Price: 23.79 USD
Availability: InStock
Rating: 4.4 (561 reviews)

Analysis Summary

Analysis is 134.4 days old. Re-run to get the latest review data and insights.

Based on the analysis, this shoe stretcher product has a high overall rating of 4.4/5 from 13 reviews, indicating a generally positive customer experience. However, concerns arise from the relatively low review content quality score of 53/100, suggesting that some reviews may lack detail or be superficial. Despite this, the product's consistency and the high credibility of reviewers provide some reassurance about its effectiveness and reliability.

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

53%

Authenticity

tight tight tight(5)tight tight(8)easy use(11)vamp instep(14)toe box(17)work well(20)work boots(23)skeptical first shoe(26)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow80%

Unique Phrasing94%

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

Recommendation

✅ Recommended

Analysis Date

September 6, 2025

Total Reviews

561 reviews analyzed

Understanding This Trust Score

Shoe Stretcher Men, Women Leather Boot Stretcher for Wide Fe... received a Grade C with a trust score of 81/100. This product shows mixed signals in review authenticity. While many reviews may be genuine, our analysis detected patterns that suggest some reviews could be manipulated or incentivized. Proceed with caution.

What This Means:

•Review the most recent and critical reviews
•Look for detailed, specific feedback
•Be wary of overly positive generic reviews
•Consider checking alternative products

What Reviewers Are Saying

Based on our analysis of customer reviews for Shoe Stretcher Men, Women Leather Boot Stretcher f..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

easy use (11x)work well (20x)

⚠ Common Concerns:

tight tight tight (5x)tight tight (8x)skeptical first shoe (26x)

Overall sentiment: Based on the analysis, this shoe stretcher product has a high overall rating of 4.4/5 from 13 reviews, indicating a generally positive customer experience. However, concerns arise from the relatively low review content quality score of 53/100, suggesting that some reviews may lack detail or be superficial. Despite this, the product's consistency and the high credibility of reviewers provide some reassurance about its effectiveness and reliability.

Frequently Asked Questions

Are the reviews for Shoe Stretcher Men, Women Leather Boot S... real?

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Based on our AI analysis, approximately 81% of reviews appear authentic, while 19% show patterns consistent with potentially fake or incentivized reviews. We recommend reading reviews critically and focusing on verified purchases.

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 561 reviews to calculate the trust score.

Should I buy Shoe Stretcher Men, Women Leather Boot S...?

▼

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

Shopping Tips

This product has 561 reviews with a Grade C 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.

✨ Good Quality Product

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