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Because a quote is short, it isn't necessarily considered an substantial part of a work and therefore available for "fair use". However, the term is vague in copyright law and there's no clear guideline on what it really covers. Some uses, such as advertising, may require permission even more since you might make it appear that the person is endorsing or approving of your product. So when in doubt, get permission. Reference
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