Sensor Tower 2025年报告显示,AI助手已跻身主流应用之列。ChatGPT用户月均使用13天,与X和Reddit的参与度相当,而Google搜索仍以月均18天维持用户习惯。Threads同期数据为9-10天。这一粘性增长表明AI正从尝鲜工具转为日常必需,广告主需重新评估UA策略中AI应用的权重。
ChatGPT的使用场景呈现多元化趋势。工作教育类提示词占比从Q2 2024占主导下降至Q2 2025的37%,而生活娱乐类从22%跃升至35%。增长最快的垂直类别包括对话互动、商业创业、个人理财和旅行地理。这提示广告变现模式需从工具型付费向内容消费型广告(如激励视频、原生植入)迁移。
尽管生活娱乐场景快速增长,工作教育类仍占Q2 2025总提示词的60%,绝对量持续攀升。两类场景并行发展意味着LTV模型需设计分层:高频教育用户倾向订阅,娱乐用户更适配广告变现。归因分析需关注AI聊天中自然触发的兴趣信号,为动态创意优化(DCO)提供数据源。
从增量提效角度,AI应用的高阶特征(如多轮对话、上下文记忆)使传统MMP归因面临挑战。实测显示,结合LLM意图标签与SKAN 4.0回传可提升ROAS预测准确率。建议投放策略采用“搜索+对话”混合词包,对长尾意图(如“预算3000元旅行规划”)进行实时竞价,同步通过Adjust等平台监控CPI与付费事件深度。
整体而言,AI助手正在重塑移动广告格局。中国出海广告主应重点关注ChatGPT Web端内购与App内广告的协同效应,参考日韩市场已验证的“免费增值+激励视频”模型。对于希望抓住Q4电商红利的品牌,建议测试AI聊天中嵌入购物推荐API,利用用户意图数据进行定向投放。
Banking apps are vital digital channels requiring granular measurement to optimize user acquisition, engagement, and retention amid strict privacy regulations. Key challenges include measuring sensitive conversions, preventing fraud, and personalizing experiences without compromising compliance. Granular event tracking, deep linking, and anti-fraud solutions are essential. Banks must measure early-funnel milestones, re-activate dormant users, and leverage owned media for cost-effective re-engagement. Advanced attribution methods like SKAdNetwork, probabilistic modeling, and data clean rooms help navigate privacy changes. Effective measurement drives long-term customer value and validates mobile's impact on business outcomes.
OpenAI's Instant Checkout and Apps SDK transform ChatGPT into an operating system for human-app interaction, blurring lines between search, apps, and commerce. For ad ops decision-makers, this means a shift from app installs to intent-driven conversations, requiring new attribution models focused on completed actions, not downloads. Brands must build API-first, conversation-ready services, comply with ChatGPT standards, and optimize for agentic commerce, where measurement and feedback loops become critical for targeting and personalization.
Generative AI app downloads hit 1.7B in H1 2025 (+67% HoH), with IAP revenue near $1.9B (double HoH). ChatGPT dominates at 63% of revenue, but Asia (80% growth) and emerging apps like DeepSeek signal market shifts. For ad ops, this means expanding inventory in fast-growing regions and competing with AI chatbots for user attention.
India's mobile app market hit record revenue of $345M in Q2 2026, with non-gaming up 50% YoY. For ad ops, key opportunities lie in short drama apps (Story TV tripled ad spend), AI subscriptions, and ad-supported games like arrow puzzles, which generate over 11% of global ad revenue from India. Gaming revenue grew 10% YoY, outperforming global decline. Hypercasual game ad revenue rose 180% QoQ. India is transitioning from an acquisition market to a monetization powerhouse, offering scalable ad inventory across entertainment, local commerce, and casual gaming.
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'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.
Most marketing AI fails due to poor data foundations: fragmented, unstructured, or inconsistent data leads to flawed insights. AI needs governed, contextual, and real-time data to function reliably. For ad ops decision-makers, ensuring data completeness, consistency across sources, and governance is critical before scaling AI. Richer, well-documented data improves attribution, fraud detection, and automation. The key takeaway: AI is only as smart as the data it consumes.
Meta launches Business AI, a turnkey sales concierge for WhatsApp, Messenger, Facebook/Instagram ads, and websites. Early adopters like Julep (13% ROAS lift) and Solgaard (6x higher conversion rates) show strong results. Setup is stress-free—AI learns from existing posts and ads. Business AI is free for ads and affordable for messaging/websites. For ad ops decision-makers, this means scalable, 24/7 personalized customer engagement that drives conversions and lowers costs, with easy integration and no technical expertise required.
2026年8月全球手游市场收入与下载排名出炉,《王者荣耀》蝉联收入榜首,《ROBLOX》登顶下载榜,头部厂商通过主题更新、周年庆与IP联动驱动用户活跃与付费。收入端全球用户支出达65.7亿美元(环比-1%),下载端为37.6亿次(环比+1%...
2026年日本移动游戏市场IAP收入达1.56万亿日元(约100亿美元),位居亚洲第二,但下载量同比下降5.4%,呈现高收入、低下载的成熟市场特征。eFootball凭借世界杯活动登顶收入榜,而新作如hololive Dreams和Arks...
2026年上半年护发品类零售媒体竞争高度碎片化,Moroccanoil以12%的曝光份额居首,但无品牌占据主导。品牌根据定位选择不同零售伙伴:高端品牌押注美妆电商,大众品牌侧重Walmart和Target,专业品牌则深耕Amazon。Wal...
Sensor Tower《Retail Media Report 2026》显示,美国零售媒体广告展示量在2026年上半年同比下滑17%,但家装类网络逆势增长,Lowe's和Home Depot分别提升151%和43%。亚马逊虽占据60%市...
Sensor Tower新增四款Web Insights报告,从受众重叠、路径旅程、转化率及搜索关键词四个维度,帮助品牌深入洞察竞争格局与用户行为。数据显示,Gap.com访客中15%同时访问JCrew.com,3.49%的产品列表页访客直...
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...