That's the point. A standard lead-acid starting-duty/marine battery would probably be optimum. The inverter already has to handle the startup current draw of the load. In a few seconds once load has settled down, the engine could start up. For lower loads, the system would run off the battery for a while.

Incremental cost is the battery ($100) and starter motor ($50?).