I hear people look at a woman from a distance and exclaim "She is beautiful". I

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I hear people look at a woman from a distance and exclaim "She is beautiful". I did that myself before. But my experience in relationships with women leaves me with a big question. Is beauty visible? Or what makes a thing beautiful?