Credit reports (in the US) only show the financing organization and the current balance, along with other details like loan length, payment history and current

Credit reports (in the US) only show the financing organization and the current balance, along with other details like loan length, payment history and current monthly payment amount. They don't list what you actually bought. There's no way to know if you're underwater, and it doesn't matter because credit reports don't list your assets either.