Expected number of bottles to get a prize

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I want to solve the following problem: the limonade company claims that $37\%$ of bottles contain prizes under the cap. What is the Expected number of bottles I need to buy to get a prize?

Am I right that this is a geometric distribution? So should the expected value be $p\left(1-p\right)$?