As of 2026-04-02, 幸福西饼配送蛋糕's data on the DeepSeek platform in the 西点烘焙 category shows: The overall mention rate is 0.00%, below the industry average by 5.6 percentage points, with significant room for improvement. The first mention rate is only 0.00%, it is recommended to enhance first-position exposure in AI model responses. Negative mention rate (0.00%) has exceeded positive (0.00%), it is recommended to immediately initiate reputation repair. Among 5 competitors in the same category, 幸福西饼配送蛋糕's overall mention rate surpasses 0 brands. AIGeo recommends combining the above data to formulate targeted brand monitoring strategies to further enhance brand visibility and reputation in the AI search ecosystem.
幸福西饼配送蛋糕's Mention Rate is 0.00%, lower than 0.6% of competitors
幸福西饼配送蛋糕's First Mention is 0.00%, lower than 0.9% of competitors
幸福西饼配送蛋糕's Preferred Rate is 0.00%, lower than 100.0% of competitors
幸福西饼配送蛋糕's Positive Rate is 0.00%, lower than 8.9% of competitors
幸福西饼配送蛋糕's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 百百洁布蛋糕 | 5.56% | 0% | 0% | 0% | 5.56% | View Details |
| 红红丝绒系列 | 0% | 0% | 0% | 0% | 0% | View Details |
| 中中央工厂+全程冷链蛋糕 | 0% | 0% | 0% | 0% | 0% | View Details |
| 66000㎡奇幻空间蛋糕 | 0% | 0% | 0% | 0% | 0% | View Details |
| 118元铜锣烧 | 0% | 0% | 0% | 0% | 0% | View Details |
| 幸幸福西饼配送蛋糕 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
