Google AI近期发布四项新功能,以强化广告创意与品牌管理能力。第一,图转视频技术基于Veo模型,可将静态图像转化为动态视频,目前已在Merchant Center可用,未来将集成至Google Ads;同时,AI扩展画面功能能智能延伸视频画幅,应用于Google Ads应用广告活动,年底前扩展至更多广告类型。这些技术帮助广告主快速生成差异化视觉素材,降低创意制作成本。
第二,Google推出统一创意工具平台Asset Studio,将分散的素材生成功能集中管理,支持产品图片生成、场景展示及视频优化。该平台即将在Google Ads上线,并持续集成新能力,助力广告主高效产出高转化率的广告素材。
第三,Product Studio新增'为你生成'功能,利用AI分析趋势自动推荐广告活动创意、特色产品及折扣方案,并优化标题文案以提升Google全域曝光效果。该功能基于现有AI工具套件(背景移除、分辨率提升等),进一步实现数据驱动的创意决策,提升ROAS。
第四,Merchant Center升级为品牌与内容管理中枢,新增品牌资料功能,允许零售商统一管理搜索端的品牌展示(图片、描述、视频),确保形象一致性。年底将推出视频管理工具,集中归集网站、YouTube及社交平台的视频内容,并基于AI建议进行优化,同步至Google Ads以提升用户获取(UA)效率与LTV。
LLMs like ChatGPT and Gemini are reshaping mobile app discovery, with traditional search volume expected to decline 25% by 2026. These AI platforms act as answer engines, delivering direct app recommendations to users. For ad ops, this shift requires optimizing for LLM visibility through structured content and reputation management. While native ad formats are in early testing on platforms like Perplexity and Gemini, early adoption can secure high-intent placements. Marketers should track AI-driven traffic and align discovery strategies across ASO, SEO, and LLMs to stay competitive in an AI-first environment.
Web-to-app strategies boost conversions by 77% and achieve 13.6% average paying user rate. Brands like adidas saw 2.4x higher ROAS from deep-linked users, while AirAsia improved bookings by 19%. Key challenges include measurement gaps, siloed teams, and onboarding friction. Solutions involve Google Ads Web-to-App Install and Web to App Connect with AppsFlyer Smart Banners and deep linking. Actionable steps: set tracking, import conversions, activate smart bidding, and deep link users.
AI personalization is now essential for mobile marketing, with 71% of consumers expecting tailored experiences. This article outlines how AI enhances audience intelligence, creative personalization via DCO and GenAI, engagement timing, and measurement. Marketers should start small with focused A/B tests, prioritize user value, and collaborate across UA, CRM, and product. Key challenges include privacy, overpersonalization, and model bias. Adjust's Growth Copilot offers AI-driven analytics to streamline decision-making.
Meta is testing Reels trending ads, allowing brands to run ads after popular creator Reels with brand safety controls. New tools like Trends in Creator Marketplace and a Discovery API help businesses find real-time cultural insights and scale creator partnerships. Ad formats expand with partnership ads featuring one header partner, Facebook Live Partnership ads, and Threads video ads. Video Expansion on Facebook Reels uses AI to optimize video aspect ratios for better performance.
Meta is investing in AI models like Andromeda to optimize ad performance. New omnichannel ads drive online and in-store sales, showing 15% lower CPA and 12% higher ROAS. Updates include simplified checkout for Shops ads, ads in Facebook notifications, and generative AI for virtual try-ons and text generation. Advertisers can request emails before promo codes and use site links on Instagram. These tools help capture demand and improve margins.
TikTok and System1 research shows creative fatigue diminishes ad effectiveness, but entertaining, emotionally-driven content sustains impact. Key insights: first impressions define success; joy/humor reduce fatigue; early branding boosts recognition and happiness. Creativity outperforms frequency—50% of campaign success relies on creative quality. Brands should iterate core concepts, use early branding, and prioritize emotion to achieve 1.7x higher recall and 2.9x higher association lift. TikTok's tools (TikTok One, Symphony) help scale creative production efficiently.
TikTok Automotive Ads is a catalog-based solution for vehicle promotions, offering Inventory Ads (for dealers) and Model Ads (for OEMs). Powered by Smart+, it uses data signals and creative formats like Video+Product Cards and Multi-link Carousel to match users with vehicles. Early tests show 41% lower CPA for Inventory Ads and over 40% CPA improvement for Model Ads. The solution simplifies campaign setup and leverages TikTok's large in-market audience, making it a key tool for driving measurable results in automotive advertising.
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.
销售周期持续拉长、线索转化路径难以追踪,使得 lead gen 投放的 ROI 衡量正变得空前困难——除非用户主动填写表单,否则很难判断到底是什么在驱动转化。在纽约 Rethink ROI 现场录制的 Ads Decoded 播客中,Goo...
文章是对 Rethink 2026 活动的预告,指出即将到来的假日购物季将由 AI 全面驱动,营销人员需要新的产品能力与实战方法才能抓住增长窗口。主办方将集中释出一批产品更新与可落地的客户触达打法,帮助广告主在旺季提升投放效率与 ROI。对...
Google 在纽约举办 Rethink Retail 活动后,其 Ads Product Liaison Ginny Marvin 与负责零售广告体验的 Group Product Manager Enric Durany 在 Ads D...
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...