Are You Setting Out to Automate Your Keyword Research Process?

It sounds like you were on the early side of what you know now is called and referred to frequently as topical authority. I'm just curious. Were you setting out to do it to solve your own problem to kind of make your keyword research process quicker? Or did you did you kind of think I got something here? Let's take this concept to market. You know, I still use my own tool. That's the only tool I use now for keywords.