Tap Add in the top-right corner. Done — look for the CellarBook icon on your home screen.
Heads up: if this page opened inside another app (like your camera's QR scanner or a messaging app), tap its ⋯ menu and choose Open in Safari / Open in Chrome first — installing only works from the real browser.