Does less competition mean a better location?
Few competitors can mean room for supply, but it may also mean weak demand. Do not select a location using shop count alone.
Consider housing, transit, nearby facilities and the routes you observe in person. None of these is a substitute for measured sales or footfall.
Compare A/B/C using the same business type, radius and reference date. Do not interpret missing data as zero.