AI正在深刻改变移动营销格局,其核心价值在于简化决策流程、加快洞察获取速度,并支持在全增长栈中实现预测性和实时优化。
在用户获取(UA)方面,AI通过预测建模和自动化出价,提升投放效率,降低CPI,同时结合SKAN等框架优化归因分析。
在用户留存和变现环节,AI驱动个性化推送与动态定价策略,有效提升LTV和ROAS。Adjust等MMP提供AI工具,帮助广告主在复杂生态中实现增量提效。
综合来看,AI正在推动移动营销从经验驱动向数据智能驱动转型,助力营销人员做出更明智的决策。
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.
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.
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.
At MAU 2025, Adjust highlighted its new Growth Copilot AI solution, aimed at helping mobile marketers turn data into actionable insights for smarter growth. The event featured key sessions on AI-driven campaign optimization and real-time decision-making. Networking events with partners like Reddit, Sensor Tower, and AppLovin fostered industry connections. For ad ops decision-makers, the key takeaway is leveraging AI to accelerate performance and scale resources efficiently.
Adjust introduces 'Agentic Growth Management' at MAU Vegas 2026, a goal-driven AI system that automates the campaign optimization loop. Instead of manual intervention, it sets a business objective (e.g., increase ROAS), analyzes performance, generates actionable recommendations (e.g., budget reallocation, creative refresh), and executes with marketer oversight. The system tracks impact and iterates, allowing teams to shift from execution to supervision. This approach aims to reduce operational burden while accelerating progress toward revenue targets, with automation scaling as AI confidence grows.
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.
Adjust launches Growth Copilot beta, an AI assistant that answers plain-language questions about campaign performance, helping marketers get instant insights without SQL or dashboards.
WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Intents updates, but no significant AdAttributionKit or SKAN updates. For ad ops, this means continuity in measurement strategies. Key AI announcements include Siri AI, Xcode 27 agentic coding, and cross-developer subscription bundles. The lack of attribution changes provides stability for teams optimizing existing iOS measurement approaches.
Adjust在MAU Vegas 2026大会上推出AI驱动的代理增长管理系统,将用户获取优化从手动操作转变为自动化的目标追求闭环。该系统允许营销人员设定收入提升或ROAS改善等业务目标,AI自动分析数据、生成建议并执行优化,同时人工保留监...
WWDC26 以 AI 为核心,Apple 推出 Foundation models 和 Core AI 框架,Siri AI 集成 Gemini 模型,为开发者提供强大的 AI 功能开发工具。Xcode 27 引入代理编程和第三方 AI ...
2026年FIFA世界杯将于6月11日开幕,预计吸引60亿观众,移动端成为核心观赛载体。基于2022年世界杯数据分析,用户获取峰值出现在赛事首周,体育新闻App安装量较赛前基线飙升204%,且各国市场围绕本国球队比赛日形成明显波动。非参赛国...
Adjust 作为 MAU 2026 的冠名赞助商重返拉斯维加斯,与全球移动营销领袖共议行业未来,重点展示了 Agentic Growth Management 愿景。SVP Alex Li 在主舞台揭示了如何利用 agentic AI 实...
Adjust发布的《2026年越南移动应用趋势报告》显示,越南应用市场在下载量、用户活跃度和数字基础设施方面持续增长,但竞争加剧使变现更困难。关键数据包括:手游应用会话量同比增长15%,金融应用安装量增长21%,娱乐应用会话时长增至24.4...
Adjust推出MCP服务器,使AI系统能直接查询和调用其归因数据,无需切换界面。该方案面向已部署内部AI工具或自动化流程的团队,将Adjust数据接入Claude、Cursor等外部平台。用户可用自然语言请求如“昨天多少安装”等数据,并与...