What percentage of reviews are fake for this product?

18.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

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

How many reviews were analyzed?

5 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 4.40 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.

AstroAI L7 Air Tire Inflator Portable Air Compressor, 150PSI Electric Cordless Bike Pump with Fast 1-min Inflation, Auto Shutoff, LED Light – Rechargeable for Car, SUV, Motorcycle, Bike Tires, Yellow

Name: AstroAI L7 Air Tire Inflator Portable Air Compressor, 150PSI Electric Cordless Bike Pump with Fast 1-min Inflation, Auto Shutoff, LED Light – Rechargeable for Car, SUV, Motorcycle, Bike Tires, Yellow
Brand: Amazon
SKU: B0DTP9GCCJ
Availability: InStock
Rating: 4.4 (5 reviews)

ASIN: B0DTP9GCCJ

Analysis Date: Nov 7, 2025

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Review Analysis Results

Authenticity Grade

18.00%

Fake Reviews

4.80

Original Rating

4.40

Adjusted Rating

Analysis Summary

The reviews show a moderately suspicious pattern with 100% verified purchase status and 80% 5-star ratings, which is higher than typical distribution. However, the reviews contain specific usage details (bike tires, golf cart, RV, motorcycles) and practical scenarios that suggest genuine experience. The language is generally natural with varied sentence structures and specific product applications. The main concern is the uniformly positive sentiment across all reviews without any substantive criticism, which could indicate selective review curation or incentivized reviews. The 4-star review provides some balance but still maintains positive sentiment.

Review Statistics

Total Reviews on Amazon

-0.40

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 (4.40 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 (4.80 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.