Based on the external characteristics of WeChat official account, the paper develops the credibility evaluation index from two aspects including semantic clues and social clues, investigates and analyzes the credibility of 23 representative health-oriented WeChat official accounts. The results show that the credibility of official accounts of enterprises, news organizations and hospitals is obviously higher than that of official accounts of individuals.