When you press that button and then click, you’ll use a default non-threatening ping. All pings currently show a marker on a location.
Video Source: Wowhead
If you ping too many times in close succession, you’ll be locked out of pinging for a short duration. You can see the lockout in the green ring around the Ping Wheel.
Video Source: Wowhead