2025年移动应用市场预测显示,AI和机器学习将从创新工具演进为移动营销的核心基础设施。随着模型技术成熟,开发者和营销者将大规模采用这些技术,实现更高的投资回报率。Adjust CEO Andrey Kazakov指出,2024年是验证潜力的阶段,而2025年将聚焦于规模化应用,提升精准度与性能。
在数据隐私方面,全球监管环境日益复杂,营销者需采用灵活的策略和技术。Adjust CTO Egor Lukomsky强调,欧盟《数字市场法案》等法规将导致不同广告网络面临差异化要求,促使行业采用多种测量框架和增量解决方案。品牌应积极探索预测性和增量分析工具,以在合规前提下提升营销效果。
传统归因方法因第一方数据受限而难以全面反映营销效果,机器学习模型成为关键替代方案。生成式AI虽能优化创意,但无法解决测量难题;而ML模型通过利用替代数据点,在隐私友好框架下提供用户行为和转化洞察。2025年将是实验与优化这些模型的窗口期,成功者将掌握实时、可操作的归因指标。
替代应用商店的崛起为开发者带来新的收入机会。iOS平台首次出现替代商店,加之网页端商店的普及,品牌可绕过传统应用商店直达用户。Adjust预计,这一趋势将在2025年正式规模化,尤其在欧洲DMA推动下,将改变应用分发与变现策略。同时,行业内并购活动将加剧,美国公司通过收购欧洲本土高绩效应用进入新市场,实现用户基础和区域洞察的快速获取。尽管超级应用模式在特定区域难以普及,但全球化品牌通过收购同价值观应用,可借助AI技术理解多市场用户行为,从而驱动增长。
Puzzle and match 3 games remain a profitable segment, with 9.7 billion downloads in 2024 and 14% YoY IAP revenue growth. Key opportunities lie in LATAM and MENA, where session growth is high. Rising CPI and CPM emphasize the need for efficient UA. Incrementality testing and predictive LTV are critical for optimizing ad spend, ensuring budgets target high-value users. Adjust's tools—Measure, InSight, and Recommend—provide attribution, incrementality testing, and pLTV modeling to maximize ROI.
Scaling a gaming app to 1 million users requires AI-driven user acquisition with personalized creatives and playable ads, cross-platform storytelling, and influencer collaborations. Retention relies on adaptive content, community building, localization, and deep linking for seamless re-engagement. Hybrid monetization combining IAP, subscriptions, and ads with dynamic pricing optimizes revenue. Advanced analytics and predictive insights enable real-time campaign optimization. Decision-makers should prioritize AI and machine learning for UA and retention, implement deep linking for frictionless user journeys, and leverage data-driven monetization strategies to sustainably scale and retain a large player base.
To reduce app uninstalls, focus on user-centric onboarding, consistent value delivery, and optimized performance. Personalize engagement through behavior-based push notifications and in-app experiences. Use proactive communication to re-engage dormant users, and leverage social proof to build trust. Avoid app fatigue by balancing communication frequency. Analyze uninstall data to identify churn patterns, encourage habit formation with streaks or daily rewards, and reward loyal users with exclusive perks. These strategies, supported by MMP analytics, help create an app experience users want to keep.
Ramadan 2025 presents a crucial opportunity for app marketers, with 75% of consumers noticing more ads during the season. Key trends from 2024 include a 28% surge in shopping app installs across METAP, a 126% increase in the UAE, and 18% growth in finance app installs. High engagement windows occur post-Iftar and late at night. Actionable strategies include optimizing campaign timing, leveraging personalization, building omnichannel experiences, and focusing on value-driven promotions. Adjust's measurement tools can help track and optimize campaign performance.
Ultra casual games are emerging as a dominant force in mobile gaming, offering simple, satisfying gameplay and ad-based monetization. They generate significant revenue through high-volume ad impressions, rewarded video, and interstitial ads, with some titles earning $50k-$70k daily. Vietnamese studios lead the market due to cost-effective development and data-driven optimization. For ad ops decision-makers, the key takeaway is the potential for high-reach, low-CPM campaigns in markets like Vietnam, aided by MMPs for accurate attribution.
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 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.
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...