Venture investors are valuing the company behind the Museum of Ice Cream at $200 million in a bet that the frozen dessert-themed attraction can expand further into branded food, products—and a new theme beyond ice cream.

The startup, incorporated as Figure8 Inc., said it has raised $40 million led by consumer-focused investment firms firm Elizabeth Street Ventures and Maywic Select Investment. OCV Partners also participated.

“Everyone...