As of 2026-03-31, 牧宝（Mubo）'s data on the DeepSeek platform in the 汽车装饰 category shows: The overall mention rate is 0.00%, below the industry average by 3.0 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, 牧宝（Mubo）'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.
牧宝（Mubo）'s Mention Rate is 0.00%, lower than 0.6% of competitors
牧宝（Mubo）'s First Mention is 0.00%, lower than 0.9% of competitors
牧宝（Mubo）'s Preferred Rate is 0.00%, lower than 100.0% of competitors
牧宝（Mubo）'s Positive Rate is 0.00%, lower than 8.9% of competitors
牧宝（Mubo）'s Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 33M | 69.64% | 33.93% | 52.38% | 66.07% | 14.29% | View Details |
| 膜膜小二 | 23.21% | 1.79% | 0% | 21.43% | 10.71% | View Details |
| XXPEL | 19.64% | 5.36% | 0% | 19.64% | 10.71% | View Details |
| 膜膜一姐 | 17.86% | 1.79% | 0% | 17.86% | 8.93% | View Details |
| AAX | 17.86% | 0% | 0% | 17.86% | 3.57% | View Details |
| 奔奔驰 | 10.71% | 0% | 0% | 8.93% | 3.57% | View Details |
| 牧牧宝（Mubo） (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
