近几年，中国的经济不断发展，消费者的消费观也随之升级，“Z世代”已经成为主流消费群体，他们不再是跟着商家的广告走的“傀儡”，他们有着极强的自我意识，他们通常会从上品的品质、用户评价、价格等多个方面考察，从而选择更适合的产品或服务。而商家要做的是满足消费者各种个性化的需求。

会员运营这个概念对零售行业已经耳熟能详了，但传统的会员管理方式，还停留在消费折扣、积分兑换、充值优惠的层面上，显然已经很难融入现在的消费场景，更别提吸引消费者入会，以及后续的复购了。

部分企业的会员管理方式在不断升级，但收效甚微。比如在同样的消费场景中，顾客与商家会产生各种各样的互动，比如：促销活动、扫码点单、停车系统等，都可以成为扫码入会的契机。但如果这些渠道无法实现互通，整个会员体系就会显得价值不大，不仅增大了企业管理的难度，也降低了会员的体验感。

更有部分企业，以上都做的很好了，但缺少了很重要的一步，就是分析。大数据时代，分析对会员营销来说是至关重要的。面对庞大的会员基础资料和交易信息，没有进一步的行为分析和交易分析，就无法进行下一步的精细化营销，会员标签和用户画像就基于这些数据以及分析结果，从而才能给到客户个性化的服务体验。

大数据分析对新零售的作用是什么？

【精细化运营】

在真实有效的会员运营管理中，数据分析是基础步骤，优秀的会员管理系统要有对会员信息和行为分析的能力，从而对用户进行分类精细化的管理。根据一些基础信息和初步的会员分析，为每一位会员打上标签后，就是一个非常关键的步骤，就是“沟通”。沟通的好，可以从客户手中获取更多的有效信息，从而进一步优化标签信息，给会员做好深度的用户画像，建立精细化的会员管理流程。

在会员管理期间，企业还可能会面临各种各样的问题，比如会员结构不清、服务同质化、系统不互通等，这些问题会让会员管理陷入瓶颈，甚至让一些企业打了退堂鼓。这些问题需要借助专业的工具来解决，否则，即使花费更多的人力物力，也未必能解决问题。在人力成本高涨的今天，科技又发展的如此迅猛，很多事情可以借助工具来实现事半功倍的效果，更重要的是，据了解，会员运营想要实现精细化就不得不借助工具。

【会员洞察】

基于会员标签的分群组和分析，可以了解到不同的群组的特征，从而了解现有会员的基本特征、消费特征、消费习惯和喜好等等，从而更好地了解客户，实现消费者洞察和会员洞察。

【产品规划】

实现了消费者洞察和会员洞察，就可以分析出不同的人群对产品的喜好、购买力和购买习惯，从而指导品牌规则针对不同人群的产品。

博阳SCRM ，源自博阳多年为客户提供会员管理服务和会员运营咨询的专业技术和SCRM实战经验。博阳SCRM 通过 、API接口等，打通全渠道数据，构建全渠道统一的会员体系和标签体系、 对用户画像建模及优化、 通过互动营销平台和营销自动化， 连接企业微信、 企微社群、 微信小程序、 公众号、 短信， 自动化培育会员。实现一对一精准沟通， 线上线下一体化运营，降低获客成本，提升转化率。

博阳企微销售助手，连接博阳SCRM和博阳小程序， 精细化SOP管理，赋能一线部门和一线业务人员， 精细化管理会员、顾客和好友，提高转化和复购，降本增效。

博阳SCRM目前已帮助数百家知名品牌：联想、秉臣汇、婵之云、香港医学会、梅赛德斯奔驰、英菲尼迪、volvo、欧珀莱、Dior、雅培、富德人寿、益婴美、英孚教育、丰盛控股、Falke、Reberto Cavalli等落地SCRM全渠道会员营销解决方案，帮助品牌经营会员，实现增长！

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