The invention relates to high-cohesiveness ceramic coating slurry and a preparation method thereof. The method comprises the steps that: PVDF glue and a kneading agent are added into deionized water to be stirred, the PVDF glueand the kneading agent are combined to form large-particle PVDF micelle, and large-particle PVDF micelle primary slurry is obtained; and ceramic powder, glue, a dispersing agent and a wetting agent are added into the large-particle PVDF micelle primary slurry to be stirred, large-particle PVDF micelle slurry is obtained, and the large-particle PVDF micelle slurry is prepared from, by weight, 20-40 parts of large-particle PVDF primary slurry, 50-70 parts of ceramic powder and 5-15 parts of glue, and the large-particle PVDF micelle primary slurry comprises the following raw materials in parts by weight: 5-7 parts of PVDF glue, 1-3 parts of kneading agent and 1-3 parts of deionized water. According to the preparation method, the kneading agent and the PVDF glueare subjected to kneading pretreatment, so that the PVDF glue forms the large-particle PVDF micelle primary slurry, the large-particle PVDF micelle primary slurry can be highlighted on the surface of the ceramic after being mixed with the ceramic, a corresponding pole piece bonding effect is achieved, and meanwhile, the heat-resistant shrinkage performance of a film is improved.