Google正在将其Commerce Media套件扩展到品牌和零售商,该套件整合了Search Ads 360、Display & Video 360和Google Ads,提供由Google AI驱动的性能优化,同时给予用户必要的控制和透明度。最新更新已在Beta版中可用,旨在连接零售商和品牌,扩大触达范围。
在测量方面,Roundel成为首个零售媒体网络,允许在Performance Max中通过Search Ads 360测量线上、应用和线下销售数据。此外,Google Ads还支持Search、Shopping和Demand Gen广告活动,为品牌提供更全面的归因分析能力。
对于零售平台和市场,Google Ads改进了自助服务选项,使Shopee、Rakuten和Flipkart等平台能够与品牌共享产品目录,从而提升广告投放的精准度和协作效率。这有助于品牌在零售媒体环境中更有效地管理投放置信和透明度。
为提升站外规模,Google通过Display & Video 360将商务和零售媒体扩展到YouTube,帮助品牌和零售商在视频平台上触达更多潜在用户。同时,Google正在试点产品级测量,使品牌和零售商能够根据产品和品类销售数据评估媒体支出的效果,从而优化投放策略并实现增量提效。
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.
AppLovin CEO Adam Foroughi refutes a short report questioning its e-commerce ad business and pixel practices. He highlights rapid growth to a billion-dollar run rate, noting 80% of sales occur within 24 hours, proving incrementality. The pixel is standard, comparable to Meta and Google, and Shopify auto-appends data similarly. Foroughi emphasizes that the ad models are young but improving fast, and the web ad market offers massive opportunity. He urges investors to dig deeper and use AI tools to verify claims. The response underscores AppLovin's commitment to innovation and execution.
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.
Retail media ad spend has reached $140B globally, but performance hinges on personalized customer experience, where a gap exists between retailer perception (92% believe they deliver personalization) and shopper reality (48% agree). AI-powered personalization can bridge this gap, debunking myths about data readiness, resource intensity, privacy risks, and growth ceilings. Modern AI handles imperfect data, automates campaign management, requires less PII, and enables real-time inference for higher engagement and revenue. Retailers can achieve 3-5x growth even in mature networks.
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.
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.
Retail media success now hinges on measuring true incremental sales, not just ROAS. 71% of advertisers prioritize incrementality, yet many rely on legacy attribution. Traditional testing methods are manual, revenue-limiting, and incompatible with AI-driven optimization. AI-native ghost bidding—using randomized controlled trials during live campaigns—cleanly separates ad-driven impact from organic behavior. Early results show iROAS from 253% to 1,609%, with up to 29% of conversions being truly incremental. Best practices include statistical rigor, clean population definitions, comprehensive conversion tracking, and regular testing. Future-proof incrementality solutions will be privacy-compliant and integrated into ad serving.
Consumer app ad revenue is growing rapidly, projected to surpass gaming by 2026. Key challenges include user reaction to ads and internal team alignment. Solutions involve constant A/B testing, open-minded cross-team communication, and balancing ad frequency with user experience. Subscription tiers and ad formats like rewarded interstitials, banners, and in-line ads offer strong revenue opportunities. Blocking sensitive ad categories and using big networks with strict vetting are crucial. Gamification can boost engagement and ad placements.
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...