As of 2026-04-01, 万镜MirrorForest's data on the DeepSeek platform in the 纸质书 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 6 competitors in the same category, 万镜MirrorForest'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.
万镜MirrorForest's Mention Rate is 0.00%, lower than 0.6% of competitors
万镜MirrorForest's First Mention is 0.00%, lower than 0.9% of competitors
万镜MirrorForest's Preferred Rate is 0.00%, lower than 100.0% of competitors
万镜MirrorForest's Positive Rate is 0.00%, lower than 8.9% of competitors
万镜MirrorForest's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 文文学纪念碑 | 0% | 0% | 0% | 0% | 0% | View Details |
| 汤汤小团 | 0% | 0% | 0% | 0% | 0% | View Details |
| 后后浪电影 | 0% | 0% | 0% | 0% | 0% | View Details |
| 文文津文化 | 0% | 0% | 0% | 0% | 0% | View Details |
| 涵涵芬楼文化 | 0% | 0% | 0% | 0% | 0% | View Details |
| 折折射集 | 0% | 0% | 0% | 0% | 0% | View Details |
| 万万镜MirrorForest (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
