2026年Q1数字市场报告显示,美国移动端IAP收入连续两季度同比下降,为2020年疫情以来首次。但Google Play商店IAP增速是iOS App Store的两倍,打破其低消费用户印象。生成式AI领域,ChatGPT收入增速放缓至4%,而Claude、Gemini和Grok分别增长235%、119%和103%,OpenAI市场主导地位面临挑战。
数字广告市场逆势增长,美国Q1总投入达480亿美元,同比增长15%,印象数近4.9万亿。Reddit成为增速最快渠道,移动应用、Instagram和TikTok紧随其后。生成式AI广告支出超4.3亿美元,同比增长超两倍,品牌如OpenAI、Anthropic在超级碗投放高调广告。Uber Eats与NFL的合作体现零售媒体网络在大型赛事中的获客价值。
网络领域迎来里程碑:移动端访问量首次超越桌面端,但桌面端仍贡献70%以上浏览时长,用户倾向于移动端浏览、桌面端深度交互。AI助手开始通过跨平台行为弥合两端差异。报告还指出ChatGPT流量连续两季度下滑,以及不同大洲的Web使用习惯差异。核心启示:广告主需关注移动大盘疲软下的UA策略调整,利用Google Play增长窗口,并借力生成式AI投放降本增效,同时注重跨设备归因优化。
值得关注的是,美国移动市场IAP连续两季负增长,这是疫情后首次,同时Google Play的IAP增速却达到iOS的两倍,暗示用户结构可能正在变化。Gen AI领域的广告投入同比激增三倍,但ChatGPT增速放缓,而Claude等竞品大幅增长,显示市场进入多强并立阶段。此外,移动端网页访问量首次超越桌面,但桌面仍占70%以上时长,表明跨屏行为差异加大,对广告归因和创意策略提出新挑战。
Gen AI apps have become the primary growth engine of the non-gaming market, with revenue surging 232% YoY to $6.1 billion between Q2 2025 and Q1 2026. The US leads with 38% of global revenue, while Japan and Korea emerge as key growth markets. AI Assistants are increasingly concentrated, with ChatGPT dominating, but vertical segments like AI Companions, AI Agents, and AI Image & Video offer fragmented, high-growth opportunities. Lessons from Plaud highlight success through vertical focus, deep localization, and precision advertising. For ad ops, targeting vertical AI segments and localized user acquisition strategies present significant opportunities.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
AI is reshaping digital advertising as platforms like ChatGPT and Gemini become new discovery channels. Key findings: ChatGPT ad impressions surged 7x since March 2026, and AI-related ad spend tripled in Q1 2026. Early advertisers are concentrated in Shopping, Software, Travel, and Financial Services. AI assistants drive referral traffic to retailers, with Walmart and Target exceeding 1.5% GenAI share. Competition among AI platforms is intensifying, with Claude gaining professional users. For ad ops, integrating AI into media plans and optimizing for AI-driven discovery is critical.
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.
Digital banking ad impressions surpassed 50B quarterly with spend above $350M by Q1 2026, driven by mobile-first adoption. Neobanks like Nubank lead downloads, while traditional banks modernize apps. SeaBank's integration with Shopee exemplifies ecosystem-driven acquisition. For ad ops, key takeaways: prioritize mobile channels, leverage partnerships for scale, and balance reach with trust-building to sustain engagement.
European finance app installs hit 960M in 2025 but grew only 0.4%. BNPL apps grew 40% while crypto fell 35%, signaling a shift to utility. Neobanks win acquisition; traditional banks win retention (1.5-2x Day 30 rates). Web-to-app drives 41.8% of conversions but most brands can't measure the handoff. Nearly 1 in 2 investment app installs in Western Europe is fraudulent, distorting CPI and ROAS. Winning brands prioritize engagement, fraud detection, and cross-platform measurement.
Short drama apps are reshaping mobile entertainment, surpassing 850M downloads in Q1 2026 (up 140% YoY) with IAP revenue reaching $750M. Growth is concentrated in Southeast Asia, Latin America, and India, where these apps outpace traditional OTT in user acquisition. Engagement is surging: daily time spent grew 85% to 25 minutes globally, nearing OTT levels in Southeast Asia. For ad ops, the shift toward ad monetization in addition to IAP opens new inventory opportunities. Key players like FreeReels, NetShort, and Melolo are scaling via localized content and paid acquisition, creating competitive ad markets.
Global eCommerce web traffic hit record highs in Q4 2025, with visits up 9% YoY and unique visitors up 21%. Mobile growth stabilizes, making web a critical acquisition channel. India leads with 58B visits (+28% YoY). Temu ranks #2 cross-platform; SHEIN's web visitors surged 70% YoY. Fashion eCommerce web visits rose 54% YoY. Nykaa's net profit surged 183% as it shifts ad spend from Tier-1 to Tier-2/3 cities and leverages content-driven referrals. Ad ops should prioritize web channel optimization and emerging market expansion.
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2026年6月全球手游收入达61亿美元(环比降7%),Whiteout Survival登顶收入榜,ROBLOX领跑下载榜;头部游戏通过高频活动、IP联动及现实事件绑定驱动增长;市场启示在于精细化活动策划与跨渠道UA策略成为增量提效的关键。
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