As of 2026-03-31, Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s data on the DeepSeek platform in the 箱包首饰 category shows: The overall mention rate is 0.00%, above the industry average by 0.0 percentage points, showing notable performance. 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 1 competitors in the same category, Louis Vuitton Neverfull MM 手袋（或小号 Nano）'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.
Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s Mention Rate is 0.00%, lower than 0.6% of competitors
Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s First Mention is 0.00%, lower than 0.9% of competitors
Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s Preferred Rate is 0.00%, lower than 100.0% of competitors
Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s Positive Rate is 0.00%, lower than 8.9% of competitors
Louis Vuitton Neverfull MM 手袋（或小号 Nano）'s Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| TTiffany & Co. 蒂芙尼 Return to Tiffany™ 心形项链（18K 金 / 银款） | 0% | 0% | 0% | 0% | 0% | View Details |
| LLouis Vuitton Neverfull MM 手袋（或小号 Nano） (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
