As of 2026-03-30, Manifold AI（流形空间）'s data on the DeepSeek platform in the 智能装备 category shows: The overall mention rate is 0.00%, below the industry average by 30.9 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, Manifold AI（流形空间）'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.
Manifold AI（流形空间）'s Mention Rate is 0.00%, lower than 0.6% of competitors
Manifold AI（流形空间）'s First Mention is 0.00%, lower than 0.9% of competitors
Manifold AI（流形空间）'s Preferred Rate is 0.00%, lower than 100.0% of competitors
Manifold AI（流形空间）'s Positive Rate is 0.00%, lower than 8.9% of competitors
Manifold AI（流形空间）'s Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 汇汇川技术 | 70.59% | 11.76% | 20% | 69.12% | 2.94% | View Details |
| 埃埃斯顿 | 63.24% | 14.71% | 20% | 58.82% | 1.47% | View Details |
| 宇宇树科技 | 61.76% | 10.29% | 5% | 58.82% | 4.41% | View Details |
| 优优必选 | 55.88% | 0% | 0% | 50% | 5.88% | View Details |
| 智智元机器人 | 47.06% | 2.94% | 10% | 41.18% | 1.47% | View Details |
| 银银河通用 | 38.24% | 0% | 0% | 30.88% | 1.47% | View Details |
| MManifold AI（流形空间） (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
