What do I do if I see a low Wi-Fi speed in one corner of the room vs. another?

The distance between the router and the smartphone and the nature of the physical space affect the Wi-Fi speed.  You can get closer to the router, you can move the router closer to where you want to use your mobile device, or you can add an Access Point.