10 Pack Micro Filtration Vacuum Bags Made To Fite Eureka NEN170 Bagged Canister Vacuum Cleaner,Specialized Dust Compatible With NEN170 (Pack Of 10)

ASIN: B0D17Y1741
Analysis Date: Jan 1, 2026 (re-analyzed Jan 1, 2026)

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Review Analysis Results

B
Authenticity Grade
10.00%
Fake Reviews
5.00
Original Rating
4.80
Adjusted Rating

Analysis Summary

The overwhelming majority of these reviews appear genuine, with 8 out of 8 showing verified purchase status and most containing specific, personal observations about the product. These reviews collectively represent typical customer feedback for a functional replacement product that meets expectations. The high rating pattern (all 5-star) is completely normal for a quality replacement vacuum bag that performs as advertised, especially given that dissatisfied customers are less likely to leave reviews for such utilitarian items.

Strong genuine indicators are present throughout the set. Review #1 provides specific product knowledge about dust containment and material quality, while review #6 mentions the exact vacuum model (Eureka canister) and specific performance aspects like sealing and dust blow-by. Review #3 offers comparative analysis noting thickness compared to original bags, and review #8 includes a balanced perspective acknowledging delivery time while still praising the product. These details reflect authentic user experiences rather than manufactured praise.

Minimal concerns exist, primarily with two extremely brief reviews (#2 and #5) that lack detail, but even these contain plausible customer feedback patterns. The phrase 'works well' appears in multiple reviews, but this represents common customer language for functional products rather than coordinated manipulation. There are no marketing buzzwords, no repetitive unnatural phrasing, and no patterns suggesting coordinated campaigns.

Overall, this review set demonstrates strong authenticity signals with verified purchases and specific, varied feedback. The few brief reviews are more likely from satisfied but less verbose customers than from fake sources. The consistent positive sentiment aligns with expectations for replacement vacuum bags that simply work as intended, with customers primarily commenting on fit, thickness, dust containment, and value—all logical concerns for this product category.

Key patterns identified in the review analysis include: Verified purchase status, Specific performance details (fit, sealing, thickness), Mention of dust containment.

Review Statistics

98
Total Reviews on Amazon
-0.20
Rating Difference

Price Analysis

Price analysis pending

Price insights will be available shortly.

Understanding This Analysis

What does Grade B mean?

This product has good review authenticity with minor concerns. While most reviews appear genuine, we detected some patterns that warrant mild caution.

Adjusted Rating Explained

The adjusted rating (4.80 stars) represents what we estimate this product's rating would be if fake reviews were removed. This product's adjusted rating is lower than Amazon's displayed rating (5.00 stars), suggesting positive fake reviews may be inflating the 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.

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