Adjust与Reddit、Sensor Tower联合发布的《Why community wins on mobile》白皮书揭示了社群驱动策略对移动增长的变革性影响。报告强调,在注意力稀缺的移动环境下,基于信任和兴趣的社区平台(如Reddit)能提供更高的用户留存、收入增长和长期参与度,成为UA和变现的新引擎。
报告核心数据部分由Sensor Tower提供,分析了2025年移动应用市场趋势,涵盖AI、加密及非游戏品类如何改变用户行为。Adjust作为贡献者,提供了社群获客渠道的绩效洞察,包括时间花费、留存和ROAS基准,证明社区流量的实际增量效果优于传统渠道。
实践层面,报告建议移动营销者重新审视获客策略,将社区驱动的UA作为核心一环。通过Reddit等平台,利用兴趣匹配和群组效应,可以提升用户LTV并降低CPI。此外,结合归因分析(MMP/SKAN)和自动化工具,能精准衡量社群活动的ROI,实现投放策略的持续优化。
报告同时提供了具体战术,如如何利用Reddit的社区功能将短期关注转化为长期留存,以及如何通过社群内容提升广告变现效率(eCPM)。Adjust强调,社群不再仅是品牌建设工具,而是可量化的增长杠杆,对应用开发者和营销者而言,掌握这一动态是构建可持续竞争优势的关键。
AI personalization is now essential for mobile marketing, with 71% of consumers expecting tailored experiences. This article outlines how AI enhances audience intelligence, creative personalization via DCO and GenAI, engagement timing, and measurement. Marketers should start small with focused A/B tests, prioritize user value, and collaborate across UA, CRM, and product. Key challenges include privacy, overpersonalization, and model bias. Adjust's Growth Copilot offers AI-driven analytics to streamline decision-making.
Marketing mix modeling (MMM) is re-emerging as a privacy-compliant complement to attribution, helping mobile marketers evaluate the impact of media spend, pricing, ASO, and promotions on installs and revenue. Unlike traditional media mix modeling, MMM includes non-media levers. Combined with incrementality testing and predictive analytics, MMM provides a high-level view of performance without relying on user-level data, making it essential for modern measurement stacks.
LLMs like ChatGPT and Gemini are reshaping mobile app discovery, with traditional search volume expected to decline 25% by 2026. These AI platforms act as answer engines, delivering direct app recommendations to users. For ad ops, this shift requires optimizing for LLM visibility through structured content and reputation management. While native ad formats are in early testing on platforms like Perplexity and Gemini, early adoption can secure high-intent placements. Marketers should track AI-driven traffic and align discovery strategies across ASO, SEO, and LLMs to stay competitive in an AI-first environment.
Apple's WWDC25 announced significant AdAttributionKit updates, including support for multiple overlapping re-engagement conversions with conversion tags, customizable attribution windows per ad network, configurable cooldown periods to avoid misattribution, and new geography data (country codes) in postbacks for high-volume campaigns. Testing capabilities are enhanced via developer mode. These changes give advertisers more control over attribution rules and insights, improving campaign optimization and measurement accuracy across iOS 26 and beyond.
Mobile marketing automation is critical for scaling ROAS by enabling real-time, data-driven campaign optimization. Key strategies include setting automation rules for bid/budget adjustments based on performance thresholds, implementing anomaly detection to prevent wasted spend, and using smart alerts for timely budget reallocation. A case study from Melsoft Games shows that automation allowed testing hundreds more creatives without extra time or cost. For ad ops leaders, the takeaway is that automation reduces manual bottlenecks, improves reaction speed, and directly boosts ROAS when integrated with attribution and analytics tools.
ATT opt-in rates continue to rise gradually, reaching 35% globally in Q2 2025, up from 34.5% in 2024. Education apps saw the biggest improvement, from 7% to 14%. Gaming remains top-performing, with sports (50%), hyper casual (43%), and action (40%) leading. Country-wise, Brazil (50%), UAE (49%), and Turkey (42%) are highest. Investing in prompt UX is a strategic lever to increase addressable iOS audiences.
Karthik Kannan distills deep linking into a practical 4R framework: Remember, Reach, Retrieve, Route. For ad ops teams, the key insight is that campaign context must survive the click-to-app journey. Adjust TrueLink captures link parameters on click; the user is then guided into the app via Universal Links, Android App Links, URI schemes, app stores, or web-to-app flows. On SDK init, the app session is matched and attributed to the click, then link data is passed to the app for routing. Decision-makers should ensure deep link paths, campaign parameters, attribution matching, and fallback journeys are tested to protect measurement and user experience.
Adjust now supports Meta's Advanced Mobile Measurement (AMM), enabling advertisers to access non-aggregated last-touch attribution data for precise performance analysis. Starting July 21, 2025, Meta's Engaged Views will be treated with the same priority as clicks in Adjust's attribution waterfall, aligning Meta with other self-attributing networks. These updates improve transparency and reporting granularity, allowing ad ops teams to better measure campaign effectiveness. Opt-in is required for AMM.
Adjust 旗下 TrueLink 负责人 Karthik Kannan 提出用“4R 框架”(Remember、Reach、Retrieve、Route)拆解深度链接(deep linking)的完整链路,核心在于把用户点击时的上下文一...
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...