As of 2026-03-30, 马卡龙's data on the DeepSeek platform in the 智能体开发 category shows: The overall mention rate is 4.08%, above the industry average by 2.7 percentage points, showing notable performance. The first mention rate is only 2.04%, it is recommended to enhance first-position exposure in AI model responses. Negative mention rate (4.08%) has exceeded positive (4.08%), it is recommended to immediately initiate reputation repair. Among 6 competitors in the same category, 马卡龙's overall mention rate surpasses 5 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.
马卡龙's Mention Rate is 4.08%, lower than 0.6% of competitors
马卡龙's First Mention is 2.04%, lower than 0.9% of competitors
马卡龙's Preferred Rate is 0.00%, lower than 100.0% of competitors
马卡龙's Positive Rate is 4.08%, lower than 8.9% of competitors
马卡龙's Negative Rate is 4.08%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 腾腾讯云智能体 | 6.12% | 0% | 0% | 6.12% | 4.08% | View Details |
| 马马卡龙 (Current Brand) | 4.08% | 2.04% | 0% | 4.08% | 4.08% | View Details |
| OOpenClaw（龙虾） | 2.04% | 0% | 0% | 2.04% | 2.04% | View Details |
| AAutoGLM 2.0 | 0% | 0% | 0% | 0% | 0% | View Details |
| CCOSMOPlat | 0% | 0% | 0% | 0% | 0% | View Details |
| 神神州数码（神州问学） | 0% | 0% | 0% | 0% | 0% | View Details |
| 商商家智能体 | 0% | 0% | 0% | 0% | 0% | View Details |
