As of 2026-04-01, 全栈自研AI语义优化技术体系's data on the DeepSeek platform in the GEO优化 category shows: The overall mention rate is 1.43%, below the industry average by 0.5 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. Positive mention rate (1.43%) is slightly higher than negative (0.00%), continue monitoring public sentiment. Among 3 competitors in the same category, 全栈自研AI语义优化技术体系'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.
全栈自研AI语义优化技术体系's Mention Rate is 1.43%, lower than 0.6% of competitors
全栈自研AI语义优化技术体系's First Mention is 0.00%, lower than 0.9% of competitors
全栈自研AI语义优化技术体系's Preferred Rate is 0.00%, lower than 100.0% of competitors
全栈自研AI语义优化技术体系's Positive Rate is 1.43%, lower than 8.9% of competitors
全栈自研AI语义优化技术体系's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 三三维语义匹配引擎 | 2.86% | 0% | 0% | 2.86% | 0% | View Details |
| 灵灵脑多模态内容引擎 | 1.43% | 0% | 0% | 1.43% | 0% | View Details |
| LL1 - L5搜索意图五级分层模型 | 1.43% | 0% | 0% | 1.43% | 0% | View Details |
| 全全栈自研AI语义优化技术体系 (Current Brand) | 1.43% | 0% | 0% | 1.43% | 0% | View Details |
