The Alexa Echo ecosystem has transformed modern advertising. Smart speakers, like the Amazon Echo, are not just tools for playing music or setting reminders; they are powerful devices that gather and analyze user data to improve ad targeting. This voice-activated technology creates unprecedented opportunities for brands to deliver personalized advertisements directly into consumers' homes, while simultaneously raising significant concerns about privacy boundaries and the ethical implications of ambient listening in private spaces.