As of 2026-04-02, 《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's data on the DeepSeek platform in the 公用设备 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 3 competitors in the same category, 《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》'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.
《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's Mention Rate is 0.00%, lower than 0.6% of competitors
《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's First Mention is 0.00%, lower than 0.9% of competitors
《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's Preferred Rate is 0.00%, lower than 100.0% of competitors
《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's Positive Rate is 0.00%, lower than 8.9% of competitors
《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》's Negative Rate is 0.00%, higher than 96.3% of competitors
| Competitor | Mention Rate | First Mention | Preferred Rate | Positive Rate | Negative Rate | Actions |
|---|---|---|---|---|---|---|
| 《《机工社2025年备考全国勘察设计注册公用设备工程师动力执业资格考试教材》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《2019注册公用设备工程师考试专业基础历年真题解析与模拟试卷给水排水专业》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《2011注册公用设备工程师考试专业基础课精讲精练：暖通空调及动力专业》 | 0% | 0% | 0% | 0% | 0% | View Details |
| 《《2023注册公用设备工程师考试辅导教材专业基础精讲精练暖通空调及动力专业》 (Current Brand) | 0% | 0% | 0% | 0% | 0% | View Details |
