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 91% (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.

✅ Front Side Window Sun Shade for 2021-2025 Fo-rd F150 Accessories 2Dr 4Dr Pickup, Foldable Window Sunshade Sun Visor Protector for F150, Side Window Shades Sun Shield Blocks UV Rays Heat Review Analysis

Name: Front Side Window Sun Shade for 2021-2025 Fo-rd F150 Accessories 2Dr 4Dr Pickup, Foldable Window Sunshade Sun Visor Protector for F150, Side Window Shades Sun Shield Blocks UV Rays Heat
Brand: Front
SKU: B0DBLMCB88
Price: 25.99 USD
Availability: InStock
Rating: 4.2 (228 reviews)

Analysis Summary

Analysis is 60.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, this Front Side Window Sun Shade for the 2021-2025 Ford F-150 has received overwhelmingly positive reviews, with a rating of 4.2/5 and an overall score of 91/100. The high review content quality, reviewer credibility, and product consistency scores suggest that the product is well-made and effective, but the lower seller reputation score raises some concerns about the brand's reliability. Overall, this product appears to be a trustworthy option for Ford F-150 owners looking to block UV rays and heat.

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

89%

Authenticity

fits perfect(5)blocks harmful uv rays(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow74%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

November 19, 2025

Total Reviews

228 reviews analyzed

Understanding This Trust Score

Front Side Window Sun Shade for 2021-2025 Fo-rd F150 Accesso... received a Grade A with a trust score of 91/100. 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 Front Side Window Sun Shade for 2021-2025 Fo-rd F1..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

fits perfect (5x)blocks harmful uv rays (8x)

Overall sentiment: Based on the analysis, this Front Side Window Sun Shade for the 2021-2025 Ford F-150 has received overwhelmingly positive reviews, with a rating of 4.2/5 and an overall score of 91/100. The high review content quality, reviewer credibility, and product consistency scores suggest that the product is well-made and effective, but the lower seller reputation score raises some concerns about the brand's reliability. Overall, this product appears to be a trustworthy option for Ford F-150 owners looking to block UV rays and heat.

Frequently Asked Questions

Are the reviews for Front Side Window Sun Shade for 2021-202... real?

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Based on our AI analysis, approximately 91% of reviews appear authentic, while 9% 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 228 reviews to calculate the trust score.

Should I buy Front Side Window Sun Shade for 2021-202...?

▼

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 228 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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