Trade journals are written by people in a particular trade (ex: advertising, financial planning, etc.) about their industry. One example is Vending Times, which is all about the vending machine industry.
Scholarly journals are written by scholars in the field, but they take the longest to publish. Therefore, if your innovation is new, you may not find any scholarly articles on your product/service.