As of 2026-03-29, 清晨里'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 6.5 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, 清晨里'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.
清晨里's Mention Rate is 0.00%, lower than 0.6% of competitors
清晨里's First Mention is 0.00%, lower than 0.9% of competitors
清晨里's Preferred Rate is 0.00%, lower than 100.0% of competitors
清晨里's Positive Rate is 0.00%, lower than 8.9% of competitors
清晨里's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 好好利来 | 67.86% | 53.57% | 38.1% | 67.86% | 8.93% | View Details |
| 巴巴黎贝甜 | 42.86% | 5.36% | 0% | 41.07% | 10.71% | View Details |
| 泸泸溪河 | 42.86% | 0% | 0% | 42.86% | 10.71% | View Details |
| 面面包新语 | 33.93% | 0% | 0% | 32.14% | 10.71% | View Details |
| 原原麦山丘 | 32.14% | 0% | 0% | 28.57% | 8.93% | View Details |
| 幸幸福西饼 | 26.79% | 0% | 0% | 26.79% | 3.57% | View Details |
| 清清晨里 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
