Costco 宣布采用 Moloco 的 Commerce Media 平台,为 Costco.com 提供站内广告技术,旨在将线下仓储的“发现式购物体验”复制到数字货架。这一合作体现了 Costco 对 AI 驱动零售媒体的重视,旨在帮助品牌在保持其高信任度的会员制环境内实现精准触达与效果提升。
Moloco 的 Commerce Media 平台基于机器学习,能够动态优化广告位的定价与投放策略,从而为品牌带来增量 ROAS(广告支出回报率),而非简单地将品牌自有渠道的流量进行内部转移。这种增量提效模式与 Costco 的会员第一理念相契合,确保广告不会破坏用户的购物体验。
从零售媒体行业视角看,Costco 的入局进一步验证了零售媒体网络的商业价值。通过将第一方购物数据与 AI 模型结合,平台可以实现更精细的人群定向与归因分析,帮助品牌评估广告对 LTV(用户生命周期价值)的真实贡献。采用 Moloco 的技术,Costco 无需自行搭建复杂的广告技术栈,即可快速启动具备商业竞争力的广告变现业务。
此外,Costco 的零售媒体负责人 Mark Williamson 强调,这一合作旨在为品牌提供“有意义的成果”,而非单纯增加广告位数量。Moloco 的解决方案能够为品牌提供透明的效果衡量工具,包括 SKAN(SKAdNetwork)等隐私合规框架下的归因能力,以适应日益严格的数字广告监管环境。
This TikTok For Business page showcases a limited-time promotional offer for new advertisers: spend $100-$1500 to receive matching ad credits and expert support, alongside a collection of research articles and case studies. Key insights for ad ops decision-makers include the effectiveness of TikTok's GMV Max tool (yielding +15% average revenue gains on TikTok Shop UK), full-funnel automation's role in driving growth, and creative strategies for retail/CPG and small businesses. The content emphasizes data-backed ROI, platform-specific solutions, and actionable best practices to help advertisers optimize campaigns and capitalize on TikTok's proven business impact.
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.
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.
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 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.
WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Intents updates, but no significant AdAttributionKit or SKAN updates. For ad ops, this means continuity in measurement strategies. Key AI announcements include Siri AI, Xcode 27 agentic coding, and cross-developer subscription bundles. The lack of attribution changes provides stability for teams optimizing existing iOS measurement approaches.
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.
TikTok and Salesforce expand partnership with integrations across Agentforce Sales, Marketing, Commerce, and Data 360. Key benefits: real-time lead syncing from TikTok Lead Gen ads into Salesforce CRM, automated product catalog sync for commerce campaigns, first-party data activation for targeting and lookalike audiences, and AI-powered workflows. This enables advertisers to streamline operations, improve conversion tracking, and turn TikTok discovery into measurable customer relationships.
Moloco宣布推出代理商合作计划,旨在帮助代理商通过Moloco Ads为客户实现可衡量的绩效增长,首期已吸引全球超过十几家创始合作伙伴。该计划提供教育、专属支持及与产品团队更紧密的协作,助力代理商在移动应用广告和Performance ...
Moloco公开其广告AI系统CARA的技术架构,旨在解决开放互联网效果广告中身份碎片化、信号稀疏和实时竞价等挑战,通过六个技术域的复合设计实现持续学习与优化。2025年,CARA经实验验证的65项模型改进为广告主降低CPI 14%、降低C...
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AI disrupts digital advertising by reshaping consumer behavior, with 80% of Google searches now zero-click and nearly ha...
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