Well, I know you can have low income and still get approved. But, I've also read of people who had to send in extra documents showing their financial status due to low incomes. There was someone in a very similar financial situation as us, but we got through immigration with no problem, whereas they took 19 months due to document requests. Same countries even.
So, cover your bases and prove how you can support yourself without welfare.