Habitable planets with the exact chemistry to support your species without expensive or slow terraforming.

1) Not really scarce on a galactic scale and 2) if different species' chemistry are radically different (and why wouldn't they be?) there wouldn't be competition even if habitable planets were scarce.

Those could be scarce on a solar scale, but probably not on a galactic one.