Home Decor Scoring Standards
Home Decor Scoring Dimensions
First, complaints about poor product quality and misleading product descriptions account for the highest proportion of negative feedback for the home decor category, so the weight of complaint rate (avoiding common defects) and durability (long-term reliability) are set higher at 0.35 and 0.3 respectively. Second, the weight of authentic praise corresponds to consumers’ core demand for products matching their stated descriptions, while the recommend rate has a lower weight as an auxiliary reference indicator, set at 0.2 and 0.15 respectively, with the total weight summing to exactly 1.0.
Weight Distribution
| Dimension | Weight | What It Means |
|---|---|---|
| Complaint Avoidance | 35% | Lower complaint rate โ higher score |
| Authentic Praise | 20% | More specific praise โ higher score |
| Durability | 30% | Better long-term reliability โ higher score |
| Would Recommend | 15% | Higher “would buy again” rate โ higher score |
Bonus Keywords (+3 points each)
Reviews mentioning these features get a score boost:
- appearance
- good quality
- easy to install
- accurate description
- great value
Penalty Keywords (-5 points each)
Reviews mentioning these issues get a score penalty:
- hard to install
- not as described
- damaged on arrival
- low quality
- bad packaging
How to Use This
When evaluating home decor 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: appearance, good quality, easy to install
- No mentions of: hard to install, not as described, damaged on arrival
โ ๏ธ Scores are derived from AI analysis of verified Amazon customer reviews, not physical testing. See full methodology .