上期分享了
本期讲GA4在Google Ads中最重要的应用之一:利用GA4创建受众群体,把受众用于再营销投放,和用作受众信号来指导机器学习模型更有效地优化你的广告系列。
一、使用GA4创建受众的优点和缺点
创建Google Ads受众的方式有两种:GA4和Google Ads代码。
相比用Google Ads代码的方式,用GA4创建受众的两大优点:
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GA4不需要部署代码,易于创建。
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GA4可以根据多种维度、指标和事件细分用户,灵活性高,可实现对特定群体进行精细化投放。
缺点是GA4受众只支持普通再营销,不支持动态再营销。
二、如何在GA4上创建受众和应用到Google广告
如果你已经比较熟悉操作流程,可跳过这部分,直接看第三部分。
步骤1:找到创建受众的入口。
有两个入口,一个是在GA4,具体路径见下图:
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" alt="">
另一个入口在Google Ads,
两个入口随便选一个,一样的,没区别。
步骤2:根据你的需求来输入定位条件。审核无误,保存。
步骤3:在Google Ads后台,新建广告组/资产组时,在受众定位/受众信号那一项选择已创建好的受众。
如果后面创建了新的受众,想加进来,可通过编辑受众来实现:
以上是创建GA4受众和应用的大概流程。创建动作比较简单的,所以没有讲的太具体,然后接下来重点讲使用技巧。
三、分享7点使用建议
1、GA4受众是第一方数据,非常有价值,尽可能应用上
之前帮忙审核的广告账户里,就存在没使用GA4受众的情况。
2、如果你是新手, 建议从模板开始
模板可以让你快速上手:了解到可以选择创建什么样的受众;通过修改模板的方式快速掌握创建流程。
3、受众命名要直观、易于理解;在受众描述填上具体的定位条件
打个比方,要创建的受众是:圣诞树弃购用户,成员资格有效期7天。
-
错误命名:弃购用户 ×
-
正确命名:圣诞树弃购用户 -7 Days √
创建时正确地命名,多花一点点时间去填写描述绝对是值得的。
我以前就因为命名过于笼统,以至于在用之前创建的受众时,不得不回到受众列表界面,通过编辑来查看之前是怎么设置定位条件的。
4、无法保存,可能是受众数量达到100个上限了
如果你在保存时弹出以下提示:
检查受众列表底部,受众群体数量是不是达到了100个?
是的话,需要点击受众创建日期旁边的三个竖点来删除(它们书面不叫删除,叫Archive归档)过时或不常用的受众,腾出额度,再去创建新的。
5、受众定位和观察的区别
前不久就有人问过我,定位(Targeting)和观察(Observation)的区别是什么?
定位是广告只会推送给指定受众。观察是广告不限定推送给谁,但你可以通过受众分析报告看到观察的受众的表现。
打个比方,你猜想在你的网站购买过口红的人,也有可能对你的新品眉笔感兴趣。你创建了一个购买过口红的受众群体。
如果你对猜想比较肯定,那你可以用Targeting定位,只向之前在你的网站购买过口红的人推送眉笔广告。因为预估转化率会很可观,可以把出价设置得高一些。
但如果你对猜想信心不足,那可以先选择观察,后续通过受众报告来分析买过口红的人购买眉笔的转化如何。
如果验证结果和猜想一致,那么在眉笔PMax广告里,可以考虑把口红购买用户作为受众信号。
6、GA4受众用作受众信号时,不直接定位,受众信号只是帮助引导 Google 算法朝着正确方向发展的建议
GA4受众用作受众信号,主要是用在PMax广告上。但它不是定位。顾名思义,它是信号。
谷歌官方明确地声明:效果最大化广告系列可能会向您信号之外的相关受众群体展示广告。
7、提前创建受众,不要等到要用的时候才去创建
新创建的受众群体可能需要 24-48 小时的时间来累积新用户,所以提前规划和创建受众,积累用户数据。
以上就是关于GA4在谷歌广告上应用的第二期全部内容。8月份会继续分享第三期及更多。
如果GA4系列的分享对你有帮助且期待看到更多,请点赞让我知道。


