As of 2026-04-02, 微光系列's data on the DeepSeek platform in the 纸质书 category shows: The overall mention rate is 5.45%, above the industry average by 3.6 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. Positive mention rate (5.45%) is slightly higher than negative (0.00%), continue monitoring public sentiment. Among 1 competitors in the same category, 微光系列's overall mention rate surpasses 1 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.
微光系列's Mention Rate is 5.45%, lower than 0.6% of competitors
微光系列's First Mention is 0.00%, lower than 0.9% of competitors
微光系列's Preferred Rate is 0.00%, lower than 100.0% of competitors
微光系列's Positive Rate is 5.45%, lower than 8.9% of competitors
微光系列's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 微微光系列 (Current Brand) | 5.45% | 0% | 0% | 5.45% | 0% | View Details |
| 科科学大爆炸 | 1.82% | 0% | 0% | 1.82% | 0% | View Details |
