The report of the 19th National Congress of the Communist Party of China put forward the implementation of the strategy of rural revitalization, clearly pointed out that it is necessary to persist in the development of rural agriculture, and put forward the general requirements of the 12-character. Now it has become the general guiding principle for doing a good job of agriculture and rural work in the new era. Accurate poverty alleviation as an important driving force for promoting agriculture and rural development is the strategic orientation of poverty alleviation and development in China in the new era, and is a key step in achieving a comprehensive well-off society. In the context of rural revitalization, this paper carried out some research on precise poverty alleviation. Starting from the connotation of rural revitalization, it focuses on the relationship between rural revitalization strategy and precise poverty alleviation policy. When summarizing the shortcomings and drawing on relevant research results, it proposed corresponding countermeasures: strengthen supervision, technical support, and improve autonomy.