Thanks to hearty investor appetite, Shake Shack Inc.’s initial public offering priced well above expectations, netting the burger chain a valuation of $745.5 million.

The restaurant chain, which calls itself a “modern day ‘roadside’ burger stand”, priced its initial public offering at $21 apiece late Thursday.

The deal raised $105 million...