The `<label>` is the placeholder. It shows because the input is on top of it with a transparent background. On focus we can move it, with just CSS, through an adacent sibling combinator and `:focus`. If the input is `:valid`, it can have a solid background, thus hiding the "placeholder".
Saw the design somewhere – can't remember where, but I snagged a screenshot: