本文介绍了 Performance Max 广告系列在资产和渠道报告方面的改进,旨在为广告主提供更深入的投放透明度。
首先,资产报告新增了细分功能,允许按设备、时间、转化和网络等维度进行分割。这使广告主能更精准地优化资产组合,例如针对不同设备或网络环境调整创意素材,从而提升用户获取效率和转化率。
其次,渠道表现报告进行了多项升级:支持账户级批量下载和报表导出,便于多campaign管理;在渠道可视化中增加成本数据,帮助分析投放预算分配;新增ROI列,可直观评估各渠道的回报表现;同时支持按转化操作和广告事件类型(如engaged view conversions)进行细分,强化归因分析能力。
此外,报告还增加了诊断功能,例如因出价目标限制导致的投放受限提示,帮助广告主及时调整策略。谷歌表示将持续收集反馈并优化渠道报告,以支持广告主在 Performance Max 中实现增量提效。
Banks lack unified attribution for owned channels (email, SMS, push), web, QR codes, and re-engagement, causing budget misallocation. Omnichannel attribution connects all touchpoints to deposits and loans, revealing that owned channels can be 2-3X more cost-efficient than paid ads. Cross-device journeys (e.g., mobile ad to desktop conversion) remain invisible in single-device attribution. Banking-grade compliance (SOC 2, ISO 27001) is maintained. Ad ops decision-makers can optimize budget allocation by comparing true cost per deposit/loan across channels.
The article discusses how mobile marketers can navigate 2023's economic slowdown, privacy changes, and post-COVID cooldown. Key insights include shifting from growth to profitability, prioritizing retention, diversifying channels, and adopting new measurement frameworks (SKAN 4.0, MMM, incrementality). Data shows apps spent $80B on UA in 2022 (5% YoY drop), iOS installs grew 16%, and non-gaming IAP revenue rose 20% while gaming fell 16%. Experts stress agility, LTV focus, and CTV growth.
TikTok's full-funnel automation, integrating creative, media, and measurement, addresses fragmentation in AI tools. Brands using Smart+ and GMV Max see improved ROAS and CPA. Case studies show Naturium achieved 3.5x ROAS, PHLUR 191% higher ROAS, and Leatherman 97% revenue increase. Symphony and Content Suite enable scalable, authentic content. The key is pairing automation with strategic storytelling.
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.
Over 75% of banking app users drop off after first session due to friction. AppsFlyer's Deep Linking Suite preserves user intent by routing customers directly to relevant in-app experiences from any entry point: web, QR codes, SMS, email, or app. Deferred deep linking ensures non-app users reach the intended destination after installation. Deep linking improves day-30 retention by 110% with personalized onboarding. For ad ops, this reduces wasted ad spend by connecting campaigns to actual conversions like account funding.
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.
Liftoff's Creative Packages combine strategic services with AI-enhanced production to scale performance marketing. These engagements provide customized assets like video, playables, and UGC, supported by testing frameworks and performance insights. Marketers cut production timelines and overhead while improving asset quality through iterative, data-driven refinement. Key formats include Product Ads, Theatre Mode, and Playable2Video. AI tools like Cortex accelerate workflows without replacing human creativity, helping teams iterate smarter and align creative with campaign goals. Early results show UGC portrait videos outperform internal assets in value efficiency, and HTML interstitials boost CTR in lower-traffic placements.
Adjust expands its Meta integration to include view-through attribution (VTA) for AEM-eligible iOS App Promotion campaigns, rolling out October 27. This update automatically surfaces impression-based installs in Adjust’s reporting, requiring only enabling impression device matching. Ad ops gain richer, privacy-compliant campaign insights without affecting SKAN reporting.
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...
Google在Google Ads和Google Analytics中推出新的AI智能体功能,旨在帮助营销人员更快发现关键洞察并优化决策。新功能包括首页AI概览、自定义洞察提示框、可视化仪表盘及基于匿名数据的基准比较,使营销人员能及时应对表...