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Aspects of product marketing besides media and advertising that drive sales. Price, promotion, product features, in-store variables, competitive trade deals, and impact provide the full picture of marketplace pressure and consumer response. Models that do not include these factors fail to provide a holistic view and implicitly overstate the contribution of advertising.

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