Purpose The purpose of this paper is to examine the factors that influence Japanese consumer purchase intention toward products bearing animal welfare (AW) certification labels. Design/methodology/approach A conceptual model was developed with the constructs of informativeness, trust, consumer perception, health consciousness, moral norms and purchase intention and tested using a sample of 513 Japanese consumers. Data were collected using an online panel with the direct effects analyzed using regression while the mediation analysis was performed using Hayes PROCESS macro. Findings The findings have confirmed that informativeness, consumer perception and trust contribute to consumer purchase intention of products with AW certification labels. Moral norm has a significant indirect effect on the relationship between consumer perception and intention to purchase. However, health consciousness did not demonstrate any indirect effect on the relationship between consumer perception and intention to purchase. Originality/value This study contributes significantly to our understanding of Japanese consumers' perception toward AW certification labels, especially considering the limited discussion surrounding this topic in Japan. By highlighting the importance of informativeness, it sheds light on how enhancing consumer knowledge can potentially boost the demand for AW foods. Moreover, it challenges the conventional belief in the impact of health consciousness and consumer behavioral intention, thereby expanding the discourse on the role of health consciousness in consumer choices. Through this exploration, the study not only enhances consistency in discussing consumer behavior but also strengthens the coherence and argumentation of the research findings.