Aha! Interesting but as many others have commented, not exactly a long term venture...
Incidentally, to risk non-SE23 related heresy, New Cross House (in New Cross naturally) does particularly excellent from-a-pizza-oven-in-the-back pizza... Only a couple of stops on the overground! Has a lovely beer garden/barn too..