Whiteboarding/problem solvingProduct DesignProduct Sense

What factors would you consider when building a book recommendation service that delivers relevant book suggestions to users?

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Interview question asked to UX Designers and Product Managers interviewing at Wish, Takeaway, Citrix and other companies. Original question asked: What factors would you consider when building a book recommendation service that delivers relevant book suggestions to users?.