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.
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.
One person built, shipped, and marketed a mobile game in 14 days using AI tools, achieving 5,563 installs at $0.39 eCPI on $2,200 spend. MCPs (Model Context Protocol) were critical for agentic workflows. The AI agent CLAW managed ad campaigns via AppsFlyer MCP and BigQuery. Data Locker streamed raw data for analysis. Key takeaway: vendors must offer MCPs for fast, agentic data access; measurement stack (Data Locker, ROI 360, Creative Optimization) is essential for solo teams; human+AI beats AI alone.
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.
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.
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.
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