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 88% (Grade B). 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.

✅ Windex Glass and Window Cleaner Spray Bottle, Ammonia Free, Bottle Made from 100% Recovered Coastal Plastic, Surface Cleaning Spray, Crystal Rain Scent, 23 Fl Oz Review Analysis

Name: Windex Glass and Window Cleaner Spray Bottle, Ammonia Free, Bottle Made from 100% Recovered Coastal Plastic, Surface Cleaning Spray, Crystal Rain Scent, 23 Fl Oz
Brand: Windex
SKU: B01GFLZ4DU
Price: 3.88 USD
Availability: InStock
Rating: 4.7 (17211 reviews)

Analysis Summary

Analysis is 82.9 days old. Re-run to get the latest review data and insights.

Based on this analysis, the Windex Glass and Window Cleaner Spray Bottle has received overwhelmingly positive reviews from customers, with a 4.7/5 rating and a high overall score of 88/100. However, concerns arise from the relatively low review content quality score of 61/100, suggesting that some reviews may be lacking in detail or substance. Despite this, the product's consistency and seller reputation are strong, making it a trustworthy choice for those seeking a reliable glass cleaner.

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

61%

Authenticity

ammonia-free(5)streak-free(8)sparkling clean(11)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow75%

Unique Phrasing98%

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

Recommendation

✅ Recommended

Analysis Date

October 28, 2025

Total Reviews

17,211 reviews analyzed

Understanding This Trust Score

Windex Glass and Window Cleaner Spray Bottle, Ammonia Free, ... received a Grade B with a trust score of 88/100. This product shows mostly genuine review patterns with minor concerns. The majority of reviews appear authentic, though some indicators suggest a small percentage may be incentivized or less reliable.

What This Means:

•Most reviews appear authentic
•Some minor patterns warrant attention
•Overall trustworthy for purchase decisions
•Consider reading recent reviews more carefully

What Reviewers Are Saying

Based on our analysis of customer reviews for Windex Glass and Window Cleaner Spray Bottle, Ammo..., here are the most common themes and opinions shared by verified buyers:

Overall sentiment: Based on this analysis, the Windex Glass and Window Cleaner Spray Bottle has received overwhelmingly positive reviews from customers, with a 4.7/5 rating and a high overall score of 88/100. However, concerns arise from the relatively low review content quality score of 61/100, suggesting that some reviews may be lacking in detail or substance. Despite this, the product's consistency and seller reputation are strong, making it a trustworthy choice for those seeking a reliable glass cleaner.

Frequently Asked Questions

Are the reviews for Windex Glass and Window Cleaner Spray Bo... real?

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Based on our AI analysis, approximately 88% of reviews appear authentic, while 12% 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 17,211 reviews to calculate the trust score.

Should I buy Windex Glass and Window Cleaner Spray Bo...?

▼

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

Shopping Tips

This product has 17,211 reviews with a Grade B 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.

✨ High Quality Product

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