As of 2026-04-01, 《天工开物》线装本'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. AIGeo recommends combining the above data to formulate targeted brand monitoring strategies to further enhance brand visibility and reputation in the AI search ecosystem.
《天工开物》线装本's Mention Rate is 0.00%, lower than 0.6% of competitors
《天工开物》线装本's First Mention is 0.00%, lower than 0.9% of competitors
《天工开物》线装本's Preferred Rate is 0.00%, lower than 100.0% of competitors
《天工开物》线装本's Positive Rate is 0.00%, lower than 8.9% of competitors
《天工开物》线装本's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 《《天工开物》线装本 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
