Just calling to cancel is probably fine.

Just saying 'it's not a good fit' is also fine.

A huge percentage of people never go back after their first appointment, so don't get stressed about it. You won't be doing anything out of the ordinary.

You don't owe her or them anything, not an explanation, or anything else.