Bamboozle implies a cunning or sly trick, often playful or not very harmful. He managed to bamboozle his friends into swapping their snacks for his apple.
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Conversational
Preferably used in casual, conversational English rather than in formal writing or speaking. I can't believe I let myself get bamboozled into attending that sales event.
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Often Humorous
Bamboozle can be used humorously to describe being tricked in a light-hearted situation. The magician bamboozled the crowd with his impossible card tricks.