Google Marketing Live 2026 的主题是“以 AI 重塑广告与商务连接”。核心观点是:在 AI 时代,广告主必须拥抱 AI 才能兼顾“快决策”与“好决策”。为此,Gemini 全面渗透营销流程——从广告创意、投放策略到归因分析,实现全链路的智能提效。
在搜索广告方面,Google 彻底重新设计了 AI Search 中的广告格式,使其成为自然对话的一部分。新一代广告格式不仅紧贴用户实时查询,还能在从初始问题到最终购买的路径中无缝助力品牌发现与转化。同时,AI Max 等 AI-powered campaigns 被定位为让品牌始终成为用户对话核心的最佳投放策略。
在协作与测量层面,Google 推出名为 Ask Advisor 的统一代理(Agent),它由 Gemini 驱动,打通 Google Ads、Analytics、Merchant Center 和 Marketing Platform。这一工具扮演“常驻战略伙伴”角色,自动串联多产品数据,帮助广告主节省时间、优化增量提效。此外,Google Analytics 360 被重新定义为现代测量指挥中心,以应对复杂且碎片化的消费者旅程,强化多触点归因分析。
创意规模化方面,Asset Studio 新增功能,通过集中化工作流并连接热门设计工具与最新 Gemini 模型,让品牌能够将品牌准则快速转化为高性能素材,显著降低创意生产的时间与人力成本。YouTube 侧,Gemini 赋能品牌更精准地发现和合作平台上的信任创作者,并推出 AI 驱动的格式,帮助广告主在正确时机触达目标受众。Demand Gen 功能则将 YouTube 上的各类机会整合,助力用户获取(UA)与 ROAS 提升。
最后,代理化商务(Agentic Commerce)成为长期愿景的关键。Google 持续投资 Agent Payments Protocol(AP2)、Universal Commerce Protocol(UCP)及 Universal Cart 等基础协议,将 UCP 扩展至新垂直领域,并开放给更多用户。同时,新的工具与数据属性帮助产品在对话式 AI 场景中提升可发现性。这些进展让“AI 处理执行复杂性、人类专注战略”的愿景愈发触手可及。
值得关注的是,Google此次发布实质上是将AI从“辅助工具”升级为“全流程代理”,标志着广告技术进入“智能体协同”阶段。行业信号清晰:Google正在以Gemini为核心,系统性重构搜索、视频、电商的广告逻辑,而非单点优化。竞争视角下,这与Meta的Advantage+、Amazon的Rufus形成差异化竞争——Google强调跨平台统一代理(Ask Advisor)和底层协议(如UCP),试图建立生态壁垒。
趋势定位上,“agentic commerce”概念的提出,意味着未来广告投放将更依赖AI自主决策,而非人类逐项配置。对于UA从业者,这预示着工作重心将从“操作优化”转向“策略与目标设定”。
One person built, shipped, and marketed a mobile game in 14 days using AI tools, achieving 5,563 installs at $0.39 eCPI on $2,200 spend. MCPs (Model Context Protocol) were critical for agentic workflows. The AI agent CLAW managed ad campaigns via AppsFlyer MCP and BigQuery. Data Locker streamed raw data for analysis. Key takeaway: vendors must offer MCPs for fast, agentic data access; measurement stack (Data Locker, ROI 360, Creative Optimization) is essential for solo teams; human+AI beats AI alone.
TikTok's Symphony Agent is an AI-powered creative engine that helps advertisers produce trend-driven ads at scale. It powers Symphony Creative Studio for video generation from prompts, Content Suite for AI search of relevant creator videos, and TikTok One for streamlined creator matching and outreach. Key benefits include leveraging platform signals to generate authentic content, reducing manual effort, and enabling fast A/B testing. A limited offer provides ad credits for new SMB advertisers spending $100-$1500.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
TikTok is offering new advertisers up to $6,000 in ad credits through a tiered spend incentive ($100/$500/$1500) that includes 1-to-1 expert support at the top tier. However, eligibility is restricted to new SMB self-serve accounts, and credits expire. Alongside the offer, TikTok has rolled out several ad tech innovations—Symphony AI creative suite, Streaming Ads, Agentic Hub, Market Scope, and new MMM data—that provide actionable opportunities for testing and scaling performance. Ad ops teams should review eligibility criteria carefully and consider leveraging these tools to maximize ROI during the promotional window.
TikTok Ads is courting new advertisers with tiered ad credits (spend $100/$500/$1500, get same in credit) plus expert support for the top tier, but credits expire by end of 2023. Decision-makers should note strict eligibility: only self-serve SMB accounts, no agency-created or TikTok Shop accounts, one account per business, and a 30-day spend window. Research from Circana, GroupM/KIKO, and Samba TV indicates TikTok often outperforms traditional attribution models. Salesforce CRM integration and Canva creative tools reduce friction, while quarterly safety reports strengthen brand protection. Overall, incentivized testing, robust measurement, and enhanced integrations make TikTok a viable paid social channel for SMBs.
TikTok for Business is rapidly expanding its ad tech stack with AI-powered creative tools, new ad formats, and enhanced measurement. Key updates include the Symphony creative suite with Dreamina Seedance 2.5, the Agentic Hub for AI-managed campaigns, Streaming Ads for subscription growth, and GMV Max for TikTok Shop ROI. New analytics via Market Scope and the Attribution Portfolio promise deeper audience insights and full-funnel measurement. Salesforce CRM integration streamlines lead transfer. A limited-time offer provides up to $1500 in ad credits for new advertisers, incentivizing adoption of these advanced solutions.
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.
Google 正将效果衡量从被动报告升级为主动增长引擎,围绕数据基础、多重信号与因果证明三要素推出新能力。Data Manager 与 GA、DV360 打通,并推出 universal Data Manager API 与 enhance...
本文探讨了如何构建一个可靠的测量体系,以应对归因分析、增量测试和MMM(媒体组合模型)等工具之间的冲突。Google Ads产品管理总监强调,广告主应结合多种测量方法,并重视长期价值而非短期ROAS,同时介绍了支持更长购买路径的Qualif...
Google在2025年下半年对Demand Gen广告进行了数百项改进,平均为广告主带来30%的转化或转化价值提升。最新更新包括在YouTube上测试从广告直接跳转至消息应用以促进高意向用户转化,并为旅游行业推出本地活动、实时优惠及个性化...
AI Max 新增多广告系列 A/B 测试功能,支持在启用品牌或位置控制的情况下测试不同预算和 ROAS 目标,并计划于 9 月上线。Performance Planner 现已支持一键应用竞价或预算调整建议,帮助广告主预测并优化现有广告系...
本文介绍了Google Merchant Center在假日购物季前的优化策略,强调商家需提前调整产品数据以提升广告效果。专家建议利用现有功能增强创意广告的投放效率,并关注未来平台更新。实践意义在于帮助广告主把握旺季流量,实现增量提效。
Google Flow联合Johannes Leonardo发起Small Brief项目,邀请三位知名创意人利用AI工具为本地企业创作广告活动,彰显生成式AI在品牌叙事中的赋能价值。项目覆盖农场、轮渡和公益组织三大案例,分别通过双关语、历...