My visit visa b1/b2 to us refused for the second time do you think I have to apply for new kind of visa

Best regards,

When you're denied a visa, it means you have insufficient evidence of ties to your home country, so fix this. It may take some time, if you apply for different type of visa with no change in your profile, you will not be able to make it.