As of 2026-04-01, 美心流心奶黄月饼's data on the DeepSeek platform in the 西点烘焙 category shows: The overall mention rate is 1.96%, below the industry average by 2.0 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, 美心流心奶黄月饼'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.
美心流心奶黄月饼's Mention Rate is 1.96%, lower than 0.6% of competitors
美心流心奶黄月饼's First Mention is 0.00%, lower than 0.9% of competitors
美心流心奶黄月饼's Preferred Rate is 0.00%, lower than 100.0% of competitors
美心流心奶黄月饼's Positive Rate is 0.00%, lower than 8.9% of competitors
美心流心奶黄月饼'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 | 25.49% | 0% | 0% | 15.69% | 0% | View Details |
| 半半熟芝士 | 21.57% | 0% | 0% | 9.8% | 0% | View Details |
| 海海苔小贝 | 5.88% | 0% | 0% | 0% | 0% | View Details |
| 手手工吐司 | 3.92% | 0% | 0% | 3.92% | 0% | View Details |
| 冰冰山熔岩 | 3.92% | 0% | 0% | 1.96% | 0% | View Details |
| 泡泡芙 | 3.92% | 0% | 0% | 0% | 1.96% | View Details |
| 美美心流心奶黄月饼 (Current Brand) | 1.96% | 0% | 0% | 0% | 0% | View Details |
