I think his point was that businesses don't generally pay the cost of taxes out of their pocket, instead they pass it on to customers.
Increase the business tax, and the prices of the product will generally go up at least as much (or else quality/quantity decreases). This doesn't really get any more money out of the businesses, but it does shift additional cost onto those people that are purchasing products made by those businesses.
Chris