if something has to be seen to be believed, it is so surprising or shocking that it is difficult to believe.
The devastation had to be seen to be believed.
have to be seen to be believed
To be so strange or surprising that one cannot fathom its existence without seeing it firsthand. The giant sinkhole in the middle of Main Street had to be seen to be believed.