Geography is not a radius here
Drawing a circle around the centre is the default setting and the wrong one. Travel patterns follow lines and districts rather than distance, so a radius spends heavily on people who will never travel to the business while missing an area two stops along the same route. Targeting by postal district or borough matches how the city actually works.

