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Personalization in Email Marketing: The Role of Noninformative Advertising Content

机译:电子邮件营销中的个性化:非信息广告内容的作用

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In collaboration with three companies selling a diverse set of products, we conducted randomized field experiments in which experimentally tailored email ads were sent to millions of individuals. We found consistently that personalizing the emails by adding consumer-specific information (e.g., recipient's name) benefited the advertisers. Importantly, such content is not likely to be informative about the advertised product or the company. In our main experiment, we found that adding the name of the message recipient to the email's subject line increased the probability of the recipient opening it by 20% (from 9.05% to 10.80%), which translated to an increase in sales' leads by 31% (from 0.39% to 0.51%) and a reduction in the number of individuals unsubscribing from the email campaign by 17% (from 1.2% to 1.0%). We present similar experiments conducted with other companies, which show that the effects we document extend from objectives ranging from acquiring new customers to retaining customers who have purchased from the company in the past. Our investigation of several possible mechanisms suggests that such content increases the effort consumers make in processing the other content in the rest of the advertising message. Our paper quantifies the benefits from personalization and sheds light on the role of noninformative advertising content by analyzing several detailed measures of recipient's interaction with the message. It provides external validity to psychological mechanisms and has clear implications for the firms that are designing their advertising campaigns.
机译:与三家销售多种产品的公司合作,我们进行了随机现场实验,在实验中,量身定制的电子邮件广告被发送给了数百万人。我们一直发现,通过添加特定于消费者的信息(例如收件人的姓名)来个性化电子邮件可以使广告商受益。重要的是,此类内容不太可能提供有关广告产品或公司的信息。在我们的主要实验中,我们发现将邮件收件人的名称添加到电子邮件的主题行中,可以使收件人打开邮件的可能性增加20%(从9.05%到10.80%),这意味着销售线索的增加为31%(从0.39%降至0.51%),取消订阅电子邮件活动的人数减少了17%(从1.2%降至1.0%)。我们介绍了与其他公司进行的类似实验,这些实验表明,我们记录的效果从目标范围扩展,从获取新客户到保留过去从该公司购买的客户。我们对几种可能机制的研究表明,此类内容会增加消费者在处理广告消息其余部分中的其他内容时所付出的努力。我们的论文通过分析收件人与邮件交互的几种详细措施,量化了个性化的好处,并阐明了非信息广告内容的作用。它为心理机制提供了外部有效性,对正在设计广告活动的公司具有明显的含义。

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