Sensor Tower《2026年移动行业报告》显示,生成式AI成为移动生态关键增长引擎,App下载量同比翻倍,并直接拉动零售媒体广告爆发——品类印象数同比飙升165%。其中,10月印象高峰由微软Copilot在Costco的“Copilot + PCs”AI电脑推广活动驱动。
八家生成式AI品牌贡献了2025年品类增长,微软Copilot以3.92亿印象数绝对领先,远超Google AI(1.32亿)和Adobe(1.29亿)。除Copilot布局Costco外,其余品牌投放集中在Amazon与Best Buy。Google AI侧重强调Gemini在笔记本、手机及智能家居硬件中的集成应用,突出AI日常渗透。
视频渠道(OTT、YouTube)成为AI品牌展示价值的主阵地。OpenAI的ChatGPT在Amazon OTT全量投放,通过旅行规划、食谱推荐等生活化场景传递实用价值;Anthropic的Claude则独占Amazon渠道,媒介组合涵盖OTT与OffSite Video,以“问题解决者的AI”为定位,聚焦科研、航天等高端用例。
创意层面,各品牌策略分化明显:微软Copilot强调笔记本在办公与学习中的生产力提升;Google Gemini定位日常陪伴型助手;Adobe则借2025年Acrobat Studio发布,主打多工具协同与Agentic AI驱动的创意效率革命。
这一趋势表明,AI技术正在重构零售媒体的投放逻辑与效果衡量——广告主不仅追求ROAS增长,更通过场景化创意与渠道差异化布局,实现品牌认知与用户获取的增量提效。对手的投放策略与归因分析将成为行业竞争关键。
In 2025, non-game apps surpassed games in revenue, with total in-app spending hitting $167B. APAC publishers drove a $2.58B increase in gaming revenue. Short Drama and AI Assistant categories saw explosive growth, while Blinkit, Shopee, and DeepSeek led their sectors. For ad ops, this signals shifting user attention toward lifestyle, commerce, and AI tools, creating new inventory opportunities beyond gaming.
AI amplifies marketing's fragmentation tax—bad signals across platforms, channels, and tools produce faster wrong decisions. 62% of marketers cite data quality as top barrier to AI success. The fix is not more AI tools but governed signals, AI-ready data architecture (traceable, validated, privacy-compliant), and mobile-grade measurement applied universally. CMOs must prioritize foundation over hype to turn AI from liability into compounding advantage.
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.
Digital retail maturity shifts focus from downloads to omnichannel experiences, engagement, and ecosystems. Key data: 8.7B app downloads, 400B web visits, mobile 59% of web visits in Q1 2026. Competitive advantage comes from quick commerce, loyalty, content-led discovery, and connected in-store. For ad ops, prioritize engagement and frequency over acquisition; mobile is dominant; ecosystem expansion is critical.
MAMA SF 2025 emphasized that AI is reshaping consumer discovery and purchase behavior, with apps becoming essential owned infrastructure. Key insights for ad ops: measurement integrity is critical as AI automates budget decisions; 30% of campaigns are undervalued by last-touch models. Brands must measure total app value (direct revenue, influenced revenue, operational savings, LTV lift), often 5-6x ROI. AI's practical impact is eliminating friction through automation like natural language queries and AI-powered campaign checks. The marketer's role is evolving to owning end-to-end recommendations.
Ramadan drives high mobile engagement in the Gulf, but success hinges on pre-Ramadan acquisition for higher LTV and remarketing during the month. eCommerce peaks early; finance responds to mature market triggers; travel converts at Eid. Post-Ramadan, focus on retention over acquisition to stabilize. AI tools are operational but measurement lags. Key takeaway: plan early, leverage remarketing, and phase strategies by period.
The 2025 mobile market hit record highs across downloads, IAP revenue ($167B, +10.6% YoY), and time spent (5.3T hours). Non-game IAP surpassed games for the first time (+21% YoY). Generative AI apps surged, with downloads doubling to 3.8B and IAP tripling to $5B. Key ad ops insights: attention competition intensifies, UA shifts to lifetime value, and AI expands monetization opportunities across categories.
Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias distort budget decisions. Single-touch models (first/last-click) are simple but miss the full journey; multi-touch models (position-based, data-driven) are more accurate but require robust data. Mobile attribution is particularly challenging due to ATT, SKAdNetwork, and cross-platform gaps, necessitating a mobile measurement partner (MMP) for independent, deduplicated measurement. Clean attribution data is essential for AI-driven optimization—bad signals lead to bad decisions. Starting with position-based attribution and incrementality testing provides a practical foundation.
2026年上半年,零食品牌成为零售媒体食品类目中最大的广告主,占据了近三分之一的展示量份额,其中薯片、椒盐卷饼和爆米花品类贡献最大。品牌如Frito-Lay、David Protein等通过多元化的零售商合作与渠道策略(如Amazon On...
Audience Insights新增收入百分位与热图对比功能,支持同时比较最多五个受众细分,帮助广告主更精准地评估目标人群的消费力与特征。新功能可直观呈现不同受众在年龄、收入、性别等维度的分布差异,优化投放策略。通过对比流媒体平台或竞品用...
Q2 2026数字市场指数显示,移动市场正从下载量驱动转向变现深度驱动,全球IAP收入达436亿美元(+5.3%),非游戏收入成为增长引擎。Puzzle游戏逆势增长17%至40亿美元,生成式AI消费支出翻倍,美国广告支出反弹至490亿美元(...
Sensor Tower 首度开放 ChatGPT 广告监测能力,揭示美国市场投放趋势:购物类广告从4月36%降至7月25%,金融类从2%升至12%。Booking.com 以超5000万曝光、700+素材成为头部广告主。在 ChatGPT...
GTA VI预售势头强劲,截至7月20日PlayStation和Xbox合计销量达408万份,净收入3.95亿美元,显示出游戏市场的巨大需求。广告投放方面,Rockstar在TikTok、Meta等平台集中投入,TikTok占数字广告支出的...
Sensor Tower数据显示,2026年7月全球移动游戏收入达66亿美元,环比增长7.7%,《王者荣耀》和《Pokémon GO》分列收入榜和增长榜前列,头部产品通过持续的活动运营与IP联动驱动用户付费。下载量方面,全球达37.2亿次,...