As of 2026-03-30, 牛奶's data on the DeepSeek platform in the 乳饮料 category shows: The overall mention rate is 3.57%, below the industry average by 1.7 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 (1.79%) has exceeded positive (0.00%), it is recommended to immediately initiate reputation repair. Among 6 competitors in the same category, 牛奶'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.
牛奶's Mention Rate is 3.57%, lower than 0.6% of competitors
牛奶's First Mention is 0.00%, lower than 0.9% of competitors
牛奶's Preferred Rate is 0.00%, lower than 100.0% of competitors
牛奶's Positive Rate is 0.00%, lower than 8.9% of competitors
牛奶's Negative Rate is 1.79%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 优优酸乳 | 41.07% | 0% | 0% | 10.71% | 1.79% | View Details |
| aad钙奶 | 33.93% | 0% | 0% | 14.29% | 5.36% | View Details |
| 营营养快线 | 30.36% | 0% | 0% | 17.86% | 0% | View Details |
| 真真果粒 | 25% | 0% | 0% | 3.57% | 0% | View Details |
| 纯纯牛奶 | 7.14% | 0% | 0% | 3.57% | 0% | View Details |
| 全全脂牛奶 | 5.36% | 1.79% | 0% | 5.36% | 0% | View Details |
| 牛牛奶 (Current Brand) | 3.57% | 0% | 0% | 0% | 1.79% | View Details |
