Hair Buildup on crown

Laura
I get this nasty buildup on the crown of my head from time to time. And the only way to get rid of it is to mix a solution of baking soda and dish soap. I already use pure shampoos and conditioners but no matter the brand the build up always comes back. Any ideas or ways I can prevent it? My hair looks dirty even if it's freshly washed.