As of 2026-04-02, BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s data on the DeepSeek platform in the 妆前乳 category shows: The overall mention rate is 0.00%, below the industry average by 1.8 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 3 competitors in the same category, BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'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.
BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s Mention Rate is 0.00%, lower than 0.6% of competitors
BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s First Mention is 0.00%, lower than 0.9% of competitors
BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s Preferred Rate is 0.00%, lower than 100.0% of competitors
BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s Positive Rate is 0.00%, lower than 8.9% of competitors
BOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜）'s Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 兰兰蔻 唯我水感润色妆前乳 | 3.64% | 0% | 0% | 3.64% | 1.82% | View Details |
| BBenefit Cosmetics The POREfessional Matte Primer | 0% | 0% | 0% | 0% | 0% | View Details |
| MMAQuillAGE心機彩粧星魅平衡持粧控粧前乳NEO | 0% | 0% | 0% | 0% | 0% | View Details |
| BBOBBI BROWN冬虫夏草精華亮膚持妝乳（玫瑰粉嫩霜） (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
