Apple 在 WWDC25 上发布了 AdAttributionKit 和 SKAdNetwork 的重要更新,核心围绕归因灵活性、数据细化与隐私保护。
首先,新版本支持**多次重获客转化**记录,允许同一用户在连续点击多个重获客广告后分别生成转化,并通过“转化标签”为早期转化更新价值。这解决了此前只能记录单次重获客的限制,使广告主能更精准衡量再营销活动效果。
其次,**归因规则可配置**:广告主可为不同广告网络分别设置点击归因窗口(原固定30天)和展示归因窗口(原固定1天),甚至可关闭某类广告的归因。同时新增**冷却期**机制,避免竞争转化错误归因——例如安装后短时间内点击重获客广告,可确保 IAP 价值归给安装而非重获客。
此外,**postback 增加国家代码**,但仅在高匿名性层级(新增专用 Tier)下提供,数据来源为 App Store 商店或替代商店的验证令牌。这显著提升了地域粒度,但仍需高量级才能触发。
最后,**开发者测试功能**简化:iOS 18.4+ 可在设置内生成开发 postback,直接控制内容以模拟不同数据层级。整体来看,AdAttributionKit 正逐步替代 SKAN,成为 Apple 隐私归因的核心API,对 UA 策略与 MMP 对接有深远影响。
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.
Adjust's bulk QR code generation enables marketers to create thousands of branded, deep-linked QR codes from a spreadsheet or API, eliminating developer dependency. Each code embeds attribution data for real-time performance tracking at campaign, store, or salesperson level. This empowers offline-to-app, CTV-to-app, and desktop-to-app use cases, turning QR campaigns into measurable growth drivers.
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.
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.
AI is transforming mobile growth stacks from reactive, fragmented systems into unified, predictive platforms. Marketers move from manual dashboard analysis to conversational AI that delivers instant insights and proactive optimization. Predictive AI flags risks early, enabling faster decisions and reducing wasted spend. The shift empowers marketers to focus on strategy rather than data assembly, with tools like Adjust Growth Copilot providing a single interface for querying, analyzing, and optimizing performance in real time.
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.
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