You can't conspire with a foreign government for political advantage. Trump did this. Most damning, his staff so clearly realized that he did this, that they covered it up by deleting the record and moving it to a classified server.
The complaint also outlines a series/pattern of behavior, which is important when establishing wrongful doing.
Finally, the complaint points to numerous people that can be called under oath for their version of events.