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