AppsFlyer 宣布启动 Graviton 全球 PR&D 冲刺,旨在将核心服务迁移至基于 AWS Graviton 技术的现代化基础设施。此举预计每年节省数百万美元成本,并削减 60% 的碳足迹,成为公司至今最大的可持续发展举措。冲刺源于 2023 年爱尔兰政府对数据中心用电的限制,促使 AppsFlyer 重新评估基础设施扩展策略。
在为期两周的冲刺中,超过 400 名 PR&D 工程师跨时区协作,暂停常规路线图,专注于统一目标。技术升级不仅提升了性能、降低了成本,还减少了环境足迹。每日里程碑更新、实时碳节约仪表板和虚拟庆祝活动营造了竞争氛围,强化了可持续使命。
为庆祝冲刺成果,AppsFlyer 通过 dots.eco 平台邀请每位员工虚拟种植 20 棵树,总计在全球三个大洲种植 30,000 棵树。合作伙伴 ARC Restoration 负责实地造林,确保每棵树贡献于生物多样性和生态系统修复。这一举措将数字行动转化为实际环境修复,巩固了公司的绿色形象。
Graviton 冲刺展示了技术升级如何同时服务于性能提升和环境保护,将局部政策挑战转化为全球变革。通过归因分析和增量提效,AppsFlyer 在优化投放策略的同时,实现了用户获取与广告变现的平衡,为广告技术行业树立了可持续创新的标杆。
User acquisition (UA) remains critical in the maturing app market, with non-organic installs growing annually. Key challenges include rising media costs, churn, fraud, and fragmentation. Attribution data and multi-touch modeling help optimize UA by identifying high-performing channels and audiences. Strategic budgeting, A/B testing, and app store optimization (ASO) are essential for maximizing ROI. Ad ops decision-makers should prioritize fraud protection, explore diverse media channels (paid, owned, earned), and leverage cohort analysis to drive cost-effective growth.
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.
Q4 2026 planning should treat peak shopping as a compressed event, not a week. Black Friday/Cyber Monday purchase lift runs 2–3x install lift, so ad ops must schedule by daypart and hour. Singles Day is not global: Brazil, UAE and Spain show real lift, while US/France barely react. CPI spikes hardest in supposedly cheap markets—Spain’s CPI rose nearly 50%. Remarketing already drives 65–92% of non-organic spend and rises during peak. Deep linking is critical: deep-linked users are ~2x more likely to purchase and spend nearly 3x more. Benchmark market CPI, shift budget to remarketing, and connect every entry point.
Omnichannel analytics unifies customer behavior and campaign performance across mobile, web, CTV, and AI search into one identity, one attribution model, and one ROAS number. The core problem: a single customer seen on three surfaces becomes three users, inflating performance and corrupting attribution, LTV, and retention. Stitching channel reports into one dashboard is not unification—each channel keeps its own attribution logic, so conversions get double-counted and upper-funnel spend looks unproductive. For ad ops leaders, the takeaway is that identity resolution (deterministic plus probabilistic, privacy-safe) must happen at the data layer before any dashboard exists. Platform choice hinges on surface coverage, identity resolution, compliance, incrementality testing, and migration support.
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.
Retail media networks (RMNs) must prioritize accurate measurement to build advertiser trust and prove ROI. With 68% of advertisers ranking ROI as top priority, RMNs need user-level data, SKU-level attribution, and lift analysis to demonstrate campaign impact. The article outlines a checklist for effective measurement, including omnichannel coverage, deduplication, and easy-to-access reports. It emphasizes the importance of data collaboration platforms for bridging walled gardens and achieving precision. A case study of Wolt Ads shows a 32% revenue uplift using AppsFlyer's data collaboration platform. Key takeaways: measurement drives ad revenue, user-level data is essential, flexibility matters, and simplifying reporting is critical for brand adoption.
AppsFlyer’s 2026 creative data shows video and static image ads reward opposite creative qualities, so ad ops teams should plan, budget, and test them separately. Video spend is concentrating: gaming’s top 2% of video creatives captured 60.7% of spend, up from 53.5%, while image spend spread out. Top spenders are testing far more variations, widening the testing gap. Action/Strategy and Puzzle/Lifestyle show format-specific tone and social-proof reversals; Finance is the exception. Teams should use AI-assisted variation, analyze video winners deeply, keep broad image testing, and measure performance at attribute level.
Connected TV (CTV) now accounts for 44% of US TV time, with 72% ad-supported and half on streaming. Global programmatic CTV ad spend hit $5B in Q1 2025 (+10% YoY). AppsFlyer’s new integration with Roku enables end-to-end attribution across CTV and mobile, measuring impressions, installs, and in-app events. Marketers can optimize campaign performance, build audiences, and prove ROI. Key use cases include cross-device attribution, QR code-driven installs, and complementing mobile UA. Roku reaches 90M+ streaming households, offering unmatched scale for performance-driven CTV advertising.
AppsFlyer 基于120万条广告素材的分析指出,视频广告与静态图片广告所奖励的创意属性几乎相反,把两者视为同一套创意策略,会让广告主错失已经拥有数据验证的优胜素材。头部广告主的素材测试量正快速拉开差距:季度 UA 支出700万美元以上...
AppsFlyer 基于 2025 年旺季八大市场 1.65 亿次安装与 2.1 亿次应用内购买数据的分析显示,Q4 大促的购买转化高度压缩在单日甚至单个小时爆发,购买提升幅度普遍是安装提升幅度的 2 至 3 倍,Black Friday ...
全渠道分析(omnichannel analytics)要解决的核心问题不是“哪个仪表盘的数字更准”,而是如何确认散落在移动端、Web、CTV、AI 搜索等各触点上的三次曝光其实属于同一个人,并在同一套归因引擎下完成统一衡量。文章引用数据指...
移动端 CPI 连年攀升、应用商店最高 30% 的抽成叠加,使游戏厂商原有 ROAS 模型难以为继,而桌面 Web 游戏已从"阉割版"进化为 Unity 到 HTML5 的完整移植,成为重启增长的新渠道。关键数据显示,Web 投放的用户获取...
AppsFlyer 同时打通 AI 流量的付费与自然两侧归因:付费侧通过 ChatGPT Ads 集成经 OpenAI Conversions API 回传,自然侧将原有搜索归因扩展至 AEO,覆盖 8 个 AI 引擎与 13 个传统搜索引...
真正的跨渠道营销分析并非把Meta与Google的报表并列展示,而是通过统一的身份识别(CUID)将同一客户贯通各渠道,在归因前解决重复计数问题,否则只是渠道聚合而非跨渠道分析。据AppsFlyer数据,统一归因能帮助品牌实现30%以上的归...