As of 2026-04-01, 《梁佩兰集校注》's data on the DeepSeek platform in the 纸质书 category shows: The overall mention rate is 0.00%, below the industry average by 16.1 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, 《梁佩兰集校注》'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.
《梁佩兰集校注》's Mention Rate is 0.00%, lower than 0.6% of competitors
《梁佩兰集校注》's First Mention is 0.00%, lower than 0.9% of competitors
《梁佩兰集校注》's Preferred Rate is 0.00%, lower than 100.0% of competitors
《梁佩兰集校注》's Positive Rate is 0.00%, lower than 8.9% of competitors
《梁佩兰集校注》's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 中中华书局 | 28.57% | 5.36% | 0% | 23.21% | 8.93% | View Details |
| 新新星出版社 | 3.57% | 0% | 0% | 1.79% | 1.79% | View Details |
| 晨晨光 | 0% | 0% | 0% | 0% | 0% | View Details |
| 得得力 | 0% | 0% | 0% | 0% | 0% | View Details |
| 国国誉 | 0% | 0% | 0% | 0% | 0% | View Details |
| 世世图出版社 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《梁佩兰集校注》 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
