Open the website in Chrome, Firefox, Edge and drag-and-drop the website's favicon which appears in the address bar to the Windows Taskbar.

This post will show you how to create website shortcut and Pin shortcut or Tile to Start Screen using Internet Explorer 11 in Windows 8.1.

Microsoft Edge in Windows 10 has pin-to-Start functionality built-in. Open Microsoft Edge and then navigate to the page you want to add.