In Japan, Ominichannel is still under development, but in US, it's already approached to the popular stage and they moved to the next stage, that is, ‘Personalization'. In this report, we summarize the omnichannel approaches those were taken by US companies, and figure out the differences between Japan and USA, and describe the challenges about ‘Personalization'.