What percentage of reviews are fake for this product?

28.00% of the analyzed reviews appear to be fake or inauthentic.

What is the authenticity grade for this product?

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

How many reviews were analyzed?

15 reviews were analyzed for authenticity patterns.

What is the adjusted rating after removing fake reviews?

After removing suspicious reviews, the adjusted rating is 3.80 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.

BUBO A19 LED Light Bulbs, 100 Watt Equivalent LED Bulbs, Soft White 2700K, 1500 Lumens, E26 Standard Base, Non-Dimmable, 13W Soft White LED Bulbs for Bedroom Living Room Home Office, 24 Pack

Name: BUBO A19 LED Light Bulbs, 100 Watt Equivalent LED Bulbs, Soft White 2700K, 1500 Lumens, E26 Standard Base, Non-Dimmable, 13W Soft White LED Bulbs for Bedroom Living Room Home Office, 24 Pack
Brand: Amazon
SKU: B0F6NJ9P4W
Availability: InStock
Rating: 3.8 (15 reviews)

ASIN: B0F6NJ9P4W

Analysis Date: Nov 23, 2025

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Review Analysis Results

Authenticity Grade

28.00%

Fake Reviews

4.40

Original Rating

3.80

Adjusted Rating

Analysis Summary

The review set shows mixed authenticity signals. Positive indicators include: natural variation in ratings (1-5 stars), detailed negative reviews with specific complaints, and some verified purchases with realistic experiences. Concerning patterns include: high proportion of 5-star reviews (73%), several reviews with marketing-like language that reads like product descriptions rather than personal experiences, and some overly enthusiastic but vague positive reviews. The presence of verified purchases with critical feedback and detailed usage scenarios provides credibility, but the cluster of overly promotional 5-star reviews suggests some artificial boosting.

Review Statistics

562

Total Reviews on Amazon

-0.60

Rating Difference

Price Analysis

This BUBO 24-pack LED bulb set appears positioned as a budget-friendly bulk lighting solution. Given the 4.4/5 rating with 562 reviews, it represents solid value in the LED bulb category. For best value, wait for seasonal sales events and compare the per-bulb price against other reputable budget brands like Philips or GE.

MSRP Assessment

Estimated MSRP: Unknown

Source: Unable to determine

Amazon Price: Unable to compare

Market Position

Positioning: Budget

Alternatives Range: $25-$45 for 24-pack LED bulbs

Value: This appears to be a value-oriented bulk pack offering significant savings per bulb compared to smaller packs or premium brands.

Buying Tips

Best Time to Buy: Best prices often occur during Black Friday/Cyber Monday, spring cleaning sales, or Amazon Prime Day events.

Deal Indicators: Look for price below $0.80 per bulb, free shipping, coupon discounts, or bundled with other home essentials.

Watch For: Watch for sudden price spikes, unusually low prices from third-party sellers (counterfeit risk), and check shipping costs for non-Prime sellers.

Price analysis generated by AI based on product category and market research. Actual prices may vary. Last analyzed: Dec 1, 2025

Understanding This Analysis

What does Grade C mean?

This product has moderate review authenticity concerns. A notable portion of reviews show suspicious patterns. Consider reading reviews carefully before purchasing.

Adjusted Rating Explained

The adjusted rating (3.80 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 (4.40 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.