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?

10 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.10 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.

9005/HB3 Halogen Headlight Bulb, 9005 HB3 12V 60W 4300K High/Low Beam Warm White Head Lights,long life

Name: Amazon Product Review Analysis Data
Creator: Null Fake
License: https://creativecommons.org/licenses/by/4.0/

ASIN: B091JMW712

Analysis Date: Jan 8, 2026 (re-analyzed Jan 8, 2026)

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Review Analysis Results

A

Authenticity Grade

0.00%

Fake Reviews

4.10

Original Rating

4.10

Adjusted Rating

Analysis Summary

Analysis of 10 reviews found approximately 10 genuine reviews (100% authenticity rate). This product demonstrates excellent review authenticity with strong genuine customer engagement.

The reviews show clear authentic signals: detailed personal experiences, specific product knowledge, balanced perspectives mentioning both strengths and limitations, and verified purchase confirmations. These patterns are consistent with genuine customer feedback.

The high authenticity rate reflects a product with satisfied customers sharing real experiences. The review distribution and language patterns indicate organic, legitimate feedback from actual users.

Review Statistics

About Review Data Collection

We extract as much review data as Amazon makes available at the time of analysis. The amount may vary due to Amazon's rate limiting, regional restrictions, or other factors. Our analysis is based on the reviews we successfully collected.

223

Total Reviews on Amazon

10

Reviews Analyzed

10

Genuine Reviews

0

Fake Reviews

0.00

Rating Difference

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Price Analysis

This is a budget-tier halogen headlight bulb with solid customer ratings (4.1/5). For basic replacement needs, it likely represents good value. Check current Amazon price against the $15-$40 typical range for similar bulbs, prioritize reputable sellers, and consider paying slightly more for known brands if longevity is important.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Budget

Alternatives Range: $15-$40 per pair

Value: This appears to be a basic replacement bulb offering standard specifications at what's likely a competitive price point for budget-conscious consumers.

Buying Tips

Best Time to Buy: No strong seasonal pattern, but check around major holidays (Black Friday, Prime Day) for potential discounts.

Deal Indicators: Price below $20 per pair, bundled offers (buy 2 get 1 free), free shipping, or included installation accessories.

Watch For: Extremely low prices (under $10/pair) may indicate poor quality or counterfeit products; verify seller ratings and warranty terms.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Jan 8, 2026

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 (4.10 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.