As of 2026-03-31, 《蔡元培全集（12卷28册）》's data on the DeepSeek platform in the 图书出版物 category shows: The overall mention rate is 0.00%, above the industry average by 0.0 percentage points, showing notable performance. 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 3 competitors in the same category, 《蔡元培全集（12卷28册）》'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.
《蔡元培全集（12卷28册）》's Mention Rate is 0.00%, lower than 0.6% of competitors
《蔡元培全集（12卷28册）》's First Mention is 0.00%, lower than 0.9% of competitors
《蔡元培全集（12卷28册）》's Preferred Rate is 0.00%, lower than 100.0% of competitors
《蔡元培全集（12卷28册）》's Positive Rate is 0.00%, lower than 8.9% of competitors
《蔡元培全集（12卷28册）》's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 《《量子纠缠》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《汉语称谓词典》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《中国思想史（修订本）》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《蔡元培全集（12卷28册）》 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
