On the basis of data collection and collation, relevant models are built. From the number of title words, the number of content words, the number of pictures, the number of videos and other aspects, the characteristics of health preservation articles of WeChat official account with high communication index are analyzed. The results show that the articles with the characteristics of moderate number of title words, short and concise, strong popular science and containing more pictures and videos can obtain better communication effect.