Use Javascript to fetch and present products based on filter values?

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Helping a friend to figure out if this is at all doable within Shopify.

She wanna create a wizard were you pick preferences and interests and in the end get suggested fitting product(s).

Simplified flow would look like this:
Favourite color? (picks red)
Favourite garment (picks pants)
Favourite era? (picks 70's)

A pair of red bootcut jeans (and some other items are) are suggested, you can choose to explore the products or simply just add them to cart.

I think she has 100 products with multiple variants, ranging multiple collections.
Is it possible to filter items this way, and how would you ideally go about doing it?