Air Fryer Scoring Standards
Air Fryer Scoring Dimensions
Durability issues and various common defects of air fryers (such as coating peeling, poor cooking performance) account for nearly 80% of total complaints, so the dimensions of complaint rate and durability are assigned the highest weights. The weights of authentic praise and recommend rate are relatively low, as users prioritize defect-free quality and long service life when purchasing, followed by additional functional advantages and others’ willingness to recommend.
Weight Distribution
| Dimension | Weight | What It Means |
|---|---|---|
| Complaint Avoidance | 33% | Lower complaint rate → higher score |
| Authentic Praise | 20% | More specific praise → higher score |
| Durability | 32% | Better long-term reliability → higher score |
| Would Recommend | 15% | Higher “would buy again” rate → higher score |
Bonus Keywords (+3 points each)
Reviews mentioning these features get a score boost:
- easy to clean
- large capacity
- multi functional
- easy operation
- nice color
Penalty Keywords (-5 points each)
Reviews mentioning these issues get a score penalty:
- hard to clean
- coating peeling
- poor cooking performance
- short lifespan
- design defect
How to Use This
When evaluating air fryer products, prioritize products with:
- Low complaint rates in the top pain point categories
- High authentic praise rates (specific, not generic)
- Strong durability signals from long-term users
- Positive mentions of: easy to clean, large capacity, multi functional
- No mentions of: hard to clean, coating peeling, poor cooking performance
⚠️ Scores are derived from AI analysis of verified Amazon customer reviews, not physical testing. See full methodology .