本文详细阐述了Adjust推出的SpendWorks广告花费测量解决方案,旨在解决营销团队在跨平台、多渠道广告投放中面临的数据分散、更新周期不一等问题。SpendWorks通过Pull API与超过40家广告网络集成,支持自动化的数据拉取与调度(每日最多6次),并提供14天历史数据回溯(部分平台如Meta和Google为7天),从而构建完整的广告花费视图。
该方案的核心能力包括四种数据采集方式:一是通过API集成从网络端获取聚合花费数据;二是基于点击或展示的engagement级别花费跟踪;三是针对SKAdNetwork(SKAN)和Web-to-Mobile/Web-to-Web场景的花费映射;四是支持无集成合作伙伴的手动CSV上传及第三方数据导出。SpendWorks还提供花费调度概览页面,实时监控各渠道数据拉取状态,减少运营负担。
在数据处理层面,SpendWorks能将不同颗粒度的花费数据与归因、转化及收入数据对齐,支持CPI、CPC、CPM、CPE等指标分析,并可通过自定义报表下钻至App/Store级别。针对Web-to-Mobile场景,系统利用映射规则为网页广告活动分配App ID和Store类型,确保网页端花费与移动端转化准确关联。
从实践意义看,SpendWorks帮助广告主实现更精细的预算洞察——不再因数据延迟或缺失而做出“拍脑袋”决策,而是基于实时、完整的花费信息优化投放策略。文章最后强调,这种统一的花费衡量能力直接提升了ROAS和整体ROI,尤其在跨渠道用户获取(UA)和增量测试中,支持更自信的预算分配与效果归因。
Adjust作为AppLovin旗下MMP平台,通过SpendWorks进一步强化了其“测量-分析-优化”产品矩阵,为移动营销人员提供了从花费收集到ROAS评估的闭环工具,适合需要规模化、自动化花费管理的广告主及代理机构参考使用。
Adjust Audiences enables ad ops teams to build real-time user segments for personalized campaigns. Key audience types include geographic, acquisition-based, lifecycle, inactivity, revenue, event-based, and combined segments. Sharing dynamic audiences with partners ensures up-to-date targeting, reducing wasted spend and improving ROI. Actionable insights: suppress low-intent users, retarget high-value segments, and automate workflows via partner integrations.
Adjust's PC & Console solution enables cross-device measurement for gaming, addressing fragmentation across platforms like Steam, console, and mobile. It supports three setup paths: S2S for in-game events, Web SDK for web journeys, and external device ID matching for deterministic linking. Key features include Steam measurement via S2S or Steamworks SDK, SpendWorks for ad spend consolidation, and Datascape for unified reporting. With cross-device journeys becoming common, this solution helps marketers attribute campaigns, measure ROAS, and analyze player value across PC, console, mobile, and CTV, addressing the 61% rise in paid-to-organic ratio in gaming.
Adjust's InSight incrementality testing uses machine learning to isolate the causal impact of budget changes, with 95% confidence intervals. Analysis of U.S. tests shows that on iOS, statistically significant lift occurred in ~33% of cases for top platforms, while on Android, ~25% of budget increases led to organic cannibalization. InSight helps ad ops teams separate signal from noise, enabling confident scaling or reallocation decisions. The tool integrates with Adjust's suite, complementing attribution for a complete measurement strategy.
During Songkran 2025 in Thailand, overall app installs rose 8% and sessions 12% YoY. Food & drink apps surged up to 141% in installs and 160% in sessions during the festival. E-commerce saw a post-festival spike (+49% installs). Entertainment apps had longer sessions (+30%), while social and messaging apps also grew significantly. Key actionable insights: align campaigns to pre/during/post phases, optimize for intermittent usage, segment tourists vs. locals, and capture long-term value post-festival.
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporting to real-time optimization driven by MMP conversion signals. This capability minimizes discrepancies between Snapchat's reported metrics and cross-channel MMP data, letting ad operations teams act on trusted, unified data for budget allocation and campaign delivery. Advertisers can now optimize for real-time MMP signals, scale spending with greater confidence, and evaluate Snapchat's contribution to business outcomes within the same measurement framework as other channels. To maximize benefit, ad ops decision-makers should verify their Adjust event mapping and conversion event reporting are accurate, ensuring Snapchat's optimization aligns with existing measurement standards.
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.
Incrementality testing complements attribution by quantifying the causal impact of marketing spend. For ad ops decision-makers, key insights: match the metric to the business decision—installs for acquisition, revenue for ROAS. Interpret results by checking incremental effect, statistical significance, and organic cannibalization. Use these to guide budget: increase spend when incrementality is significant and exceeds targets; maintain when stable; reduce or reallocate when lift is low or cannibalization occurs. Never mix metrics from different test types.
Snapchat正式向Adjust客户开放Unified Attribution功能,该功能将MMP数据实时接入Snapchat的投放优化,弥合平台侧与MMP报告之间的数据鸿沟。广告主可基于Adjust的转化信号优化campaign、提升预...
Adjust发布《购物应用洞察报告:2026年版》,为电商营销人员和开发者提供全球购物应用安装、会话、留存、收入及UA成本等关键数据。报告显示,全球电商应用安装与会话量均实现增长,北美地区增长最为强劲,且Q4季节性峰值逐年扩大。基于多渠道归...
归因与增量性分析互为补充,归因显示转化来源,增量性估算营销活动的真实贡献,两者结合可更全面评估投放效果。通过Adjust InSight的因果对比模型,可以计算增量ROAS(增量收入÷增量广告支出),并识别有机蚕食现象。根据增量提升的统计显...
Adjust发布H1 2026移动应用趋势更新,全球安装量同比增长13%,会话量增长5%,应用活动持续增长。游戏品类中休闲游戏会话量激增55%,电商应用安装日参与度在所有区域均提升,金融应用安装量增长5%而会话量增长29%。营销人员应关注可...
CTV已从品牌营销渠道转变为性能驱动型渠道,移动应用营销者应将其纳入UA计划。2026年6月,Fox以220亿美元收购Roku,Walmart收购Vibe.co,行业整合推动CTV向可测量、自助服务发展。建议以小额测试起步,结合assist...
日本应用市场因智能手机渗透率近85%及iOS占比67-68%而备受关注,2025年《移动软件竞争法》推动第三方商店和替代支付,加剧竞争但创造新机会。Adjust报告显示,2026年上半年股票交易应用安装量同比增长90%,娱乐应用中iOS安装...