Question about soil prep

Im planting tomatoes in my side yard of my house in suburbia, so not sure if this is considered “in ground” really, or essentially if it is in essence a raised bed.

My question is, do I mix the Potting Mix with the soil /dirt that is already here, or do I dig a hole and fill it with just the store bought potting mix ?