GoogleGoogle

AI is changing retail. Here’s how businesses can keep up.

2026年4月8日·3 分钟阅读

摘要

在最新一期Ads Decoded Podcast中,Google广告产品负责人Ginny Marvin与零售解决方案全球产品主管Firas Yaghi、YouTube零售产品总监Nadja Bissinger共同探讨了零售商如何适应快速演变的广告环境。核心观点是:AI驱动的购物体验——如AI Mode中的对话式购物、虚拟试穿和可购物CTV——都依赖于商家提供给Google的基础产品数据。如果Merchant Center feed混乱或不完整,用户将无法找到商品,导致用户体验和转化率下降。

因此,零售商需优先优化产品数据feed,确保信息准确、完整且结构化。这是实现AI能力与用户获取(UA)协同的基础,也是提升ROAS的关键。专家建议定期审计feed,补充缺失属性(如颜色、尺寸、品牌),并利用Google的feed规则自动化工具来精简流程。

此外,随着AI在广告投放策略中的渗透,归因分析(如SKAN、MMP)和LTV评估变得更为重要。零售商应结合第一方数据,在Google Ads中测试AI优化功能,例如自动出价和动态广告素材,以实现增量提效。同时,跨渠道整合(如YouTube与搜索广告联动)能放大AI模型的训练信号,最终驱动销售增长。

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