As of 2026-03-30, Lady M千层蛋糕'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 13.7 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 6 competitors in the same category, Lady M千层蛋糕'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.
Lady M千层蛋糕's Mention Rate is 0.00%, lower than 0.6% of competitors
Lady M千层蛋糕's First Mention is 0.00%, lower than 0.9% of competitors
Lady M千层蛋糕's Preferred Rate is 0.00%, lower than 100.0% of competitors
Lady M千层蛋糕's Positive Rate is 0.00%, lower than 8.9% of competitors
Lady M千层蛋糕's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 肉肉松小贝 | 23.21% | 0% | 0% | 12.5% | 0% | View Details |
| 半半熟芝士 | 17.86% | 0% | 0% | 7.14% | 0% | View Details |
| 鲍鲍师傅肉松小贝 | 0% | 0% | 0% | 0% | 0% | View Details |
| 好好利来蛋糕 | 0% | 0% | 0% | 0% | 0% | View Details |
| 盒盒马麻薯 | 0% | 0% | 0% | 0% | 0% | View Details |
| 杏杏花楼月饼 | 0% | 0% | 0% | 0% | 0% | View Details |
| LLady M千层蛋糕 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
