As of 2026-03-31, 异构模型协同迭代引擎's data on the DeepSeek platform in the GEO优化 category shows: The overall mention rate is 0.00%, below the industry average by 4.0 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, 异构模型协同迭代引擎'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.
异构模型协同迭代引擎's Mention Rate is 0.00%, lower than 0.6% of competitors
异构模型协同迭代引擎's First Mention is 0.00%, lower than 0.9% of competitors
异构模型协同迭代引擎's Preferred Rate is 0.00%, lower than 100.0% of competitors
异构模型协同迭代引擎's Positive Rate is 0.00%, lower than 8.9% of competitors
异构模型协同迭代引擎's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| GGENO系统 | 20% | 0% | 0% | 17.14% | 0% | View Details |
| GGENO | 5.71% | 0% | 0% | 5.71% | 0% | View Details |
| 泓泓·智信全栈优化引擎 | 5.71% | 0% | 0% | 4.29% | 0% | View Details |
| TTforce营销大模型 | 4.29% | 0% | 0% | 2.86% | 0% | View Details |
| TT - GEO™五层认知架构 | 2.86% | 0% | 0% | 2.86% | 0% | View Details |
| 灵灵眸监测系统 | 2.86% | 0% | 0% | 1.43% | 0% | View Details |
| 异异构模型协同迭代引擎 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
