What percentage of reviews are fake for this product?

0.50% 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?

195 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.70 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 option in its category.

NEIKO 02446A 1/2" Impact Socket Set, 35 Piece, Deep Socket Kit Assortment, Standard SAE (3/8”-1-1/4”) and Metric MM (10-32mm) Sizes, Includes Ratchet Handle and Impact Extension Bars

Name: NEIKO 02446A 1/2&quot; Impact Socket Set, 35 Piece, Deep Socket Kit Assortment, Standard SAE (3/8”-1-1/4”) and Metric MM (10-32mm) Sizes, Includes Ratchet Handle and Impact Extension Bars
Brand: Amazon
SKU: B07F6Y7VRC
Availability: InStock
Rating: 3.7 (195 reviews)

ASIN: B07F6Y7VRC

Analysis Date: Dec 20, 2025

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Review Analysis Results

Authenticity Grade

0.50%

Fake Reviews

3.75

Original Rating

3.70

Adjusted Rating

Analysis Summary

Analysis of 195 reviews across 4 chunks. Weighted fake percentage: 0.5%. Chunk consistency: high. Global patterns: Low verified purchase rate (0%). 1% 5-star rating is a reasonable distribution for a quality product, and the absence of verified purchase tags or Vine reviews doesn't inherently indicate manipulation.

Key patterns identified in the review analysis include: Normal 5-star rating distribution (45.1%), Mix of 5-star and 4-star ratings, No verified purchase tags present.

Review Statistics

8,123

Total Reviews on Amazon

-0.05

Rating Difference

Price Analysis

This NEIKO socket set is positioned as a budget option in the tool market, suitable for DIYers and occasional users rather than professionals. Given the 3.75/5 rating with over 8,000 reviews, it represents acceptable quality at a lower price point. Wait for Amazon sales events or check for coupon discounts to get the best value.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Budget

Alternatives Range: $40-$150

Value: NEIKO offers basic functionality at a lower price point compared to premium brands like Snap-on or Matco, making it suitable for occasional users rather than professional mechanics.

Buying Tips

Best Time to Buy: Best prices often during major sales events (Prime Day, Black Friday) or during Father's Day promotions when tools are frequently discounted.

Deal Indicators: Look for prices below $50 for this set, bundled shipping, or additional coupons applied at checkout.

Watch For: Be wary of prices significantly lower than $40 as they may indicate counterfeit products or missing components; check seller ratings carefully.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 20, 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 (3.70 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 (3.75 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.