What percentage of reviews are fake for this product?

0.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

The product receives a grade of A based on review authenticity analysis.

How many reviews were analyzed?

11 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.82 out of 5 stars.

How does this analysis help consumers?

This analysis helps consumers identify products with manipulated reviews, enabling more informed purchasing decisions based on genuine customer feedback.

Is this product priced fairly on Amazon?

Based on AI price analysis, this product is Unable to compare.

How is this product positioned in the market?

This product is positioned as a Budget to Mid-range option in its category.

12 Pack Type Y HEPA Vacuum Bags Compatible with Hoover WindTunnel Upright Style Y, Z, YZ Vacuum Cleaners, Part # 4010100Y, AH10040, 902419001, 4010801Y

ASIN: B0DZ2G4FXL

Analysis Date: Dec 8, 2025 (re-analyzed Dec 8, 2025)

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Review Analysis Results

Authenticity Grade

0.00%

Fake Reviews

4.82

Original Rating

4.82

Adjusted Rating

Analysis Summary

Analysis of 11 reviews found 0 potentially fake reviews (0%). This product demonstrates excellent review authenticity with very low fake review activity.

The majority of reviews show genuine customer experiences with specific details and balanced perspectives. This indicates a trustworthy product with authentic customer feedback.

Review patterns suggest legitimate customer engagement with minimal artificial manipulation. The authenticity indicators align with genuine product experiences.

Review Statistics

Total Reviews on Amazon

0.00

Rating Difference

Price Analysis

This appears to be a well-rated compatible vacuum bag set likely offering good value compared to OEM Hoover bags. Since the current Amazon price is unknown, check if it's priced under $25 for the 12-pack—this would represent solid value. Always verify seller ratings and ensure compatibility with your specific Hoover model before purchasing.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Budget to Mid-range

Alternatives Range: $15-$35 for 12-pack

Value: High customer rating (4.82/5) suggests good quality for the price compared to OEM Hoover bags that typically cost 30-50% more.

Buying Tips

Best Time to Buy: Best prices often during major sales events (Prime Day, Black Friday) or spring cleaning season promotions.

Deal Indicators: Price below $20 for 12-pack, subscribe & save discounts, bundled with other vacuum accessories, or free shipping.

Watch For: Extremely low prices (under $12) may indicate counterfeit or poor-quality bags; verify seller reputation and check for 'compatible with' rather than 'genuine Hoover' labeling.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 8, 2025

Understanding This Analysis

What does Grade A mean?

This product has excellent review authenticity. Our AI detected very few suspicious patterns, suggesting the vast majority of reviews are genuine customer experiences.

Adjusted Rating Explained

The adjusted rating (4.82 stars) represents what we estimate this product's rating would be if fake reviews were removed. The ratings are similar, suggesting fake reviews aren't significantly impacting the overall score.

How We Detect Fake Reviews

Our AI analyzes multiple factors: language patterns (generic vs. specific), reviewer behavior (history, timing), temporal anomalies (review clusters), verification status, sentiment authenticity, and statistical outliers. No single factor determines a review is fake - we look at the combination of signals.

Important Limitations

No automated system is perfect. Sophisticated fake reviews can evade detection, and some genuine reviews may be incorrectly flagged. Use this analysis as one data point in your purchasing decision, not the only factor. Reading actual review content yourself is always valuable.