What percentage of reviews are fake for this product?

76.80% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

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

How many reviews were analyzed?

208 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 1.70 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.

Coolife Luggage Suitcase PC+ABS with TSA Lock Spinner Carry on Hardshell Lightweight 20in 24in 28in(Orange, S(20in_Carry on))

ASIN: B07M7G89TL

Analysis Date: Dec 12, 2025

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Review Analysis Results

Authenticity Grade

76.80%

Fake Reviews

2.72

Original Rating

1.70

Adjusted Rating

Analysis Summary

Analysis of 208 reviews across 5 chunks. Weighted fake percentage: 76.8%. Chunk consistency: high. Global patterns: Low verified purchase rate (0%). With 0% verified purchases and 0% Vine reviews, there is no verification that any reviewer actually purchased or used the product.

Key patterns identified in the review analysis include: 0% verified purchase rate, Extremely short or empty reviews (avg 0 chars), Unusually low 5-star percentage for overwhelmingly positive sentiment.

Review Statistics

3,865

Total Reviews on Amazon

-1.02

Rating Difference

Price Analysis

This appears to be a budget luggage option with concerning quality indicators given its low rating. While pricing may be competitive, consumers should prioritize verified purchase reviews and consider spending slightly more for better-rated alternatives in the CAD $80-$120 range. Only buy if the current price is significantly discounted and you can easily return if needed.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Budget

Alternatives Range: CAD $60-$150

Value: This luggage offers basic hardshell features at a budget price point, but the low 2.72/5 rating suggests potential quality concerns compared to similarly priced alternatives.

Buying Tips

Best Time to Buy: Best prices typically appear during back-to-school (August), Black Friday, and post-holiday clearance (January).

Deal Indicators: Look for price drops below CAD $70 for the 20-inch carry-on size, bundled offers with luggage tags or packing cubes, and free shipping.

Watch For: Extremely low rating (2.72/5 with 3865 reviews) suggests possible quality or durability issues despite attractive pricing; verify return policy before purchase.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 12, 2025

Understanding This Analysis

What does Grade F mean?

This product has severe review authenticity problems. A majority of reviews appear fake or manipulated. We strongly recommend finding alternatives.

Adjusted Rating Explained

The adjusted rating (1.70 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 (2.72 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.