When I was going hard with Kratolab during the pandemic I was putting out one a week all these big people and I remember just you know that was the first time I was really consistently putting stuff on Twitter. There's more of a what's the word? There's more qualification than that person actually likes you stuff Yeah, that's actually happened. You're right like the value of the network there is something in that idea of just The network. It would say Jack butch on Twitter is Jack butcher in your text messages and Jack butcher from LinkedIn If you're all and it will suggest is this the same person and it will that merge together.