Tragically he didn't reach out to anyone that really mattered or he would have been warned.

Ned sold this as cash deal. The shiny car Justin thought he was going to get was busted and needed new parts and investment to make it really valuable.

If so ok. But Ned didn't tell him the whole story. Hence Ned got off with dumping a lemon...