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?

12 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.83 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 Premium option in its category.

v2- Auto Idle Stop Start Disable Module (Ridgeline 2024-2025)

ASIN: B0D3VNQRHP

Analysis Date: Dec 4, 2025

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Review Analysis Results

Authenticity Grade

0.00%

Fake Reviews

4.83

Original Rating

4.83

Adjusted Rating

Analysis Summary

Analysis of 12 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

129

Total Reviews on Amazon

0.00

Rating Difference

Price Analysis

This is a niche automotive accessory with premium positioning in its category. Given the high rating (4.83/5 from 129 reviews), it appears to be a quality product worth considering if you frequently disable your vehicle's auto start-stop feature. Check multiple sellers for the best price and verify compatibility with your specific vehicle model before purchasing.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Premium

Alternatives Range: $80-$200

Value: This specialized vehicle modification module offers convenience for drivers who dislike auto start-stop systems, with high ratings suggesting good reliability despite the premium positioning.

Buying Tips

Best Time to Buy: No strong seasonal pattern, but check around major holidays for potential discounts.

Deal Indicators: Look for seller coupons, bundle deals with installation tools, or free shipping offers.

Watch For: Watch for unusually low prices from new sellers with few reviews, as counterfeit automotive electronics exist.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 4, 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 (4.83 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.