Adjust正式宣布与ChatGPT Ads集成,为广告主提供全新用户获取渠道的衡量能力。ChatGPT已成为全球最大的发现平台之一,其广告产品让营销人员能在对话界面中直接投放广告。通过Adjust的集成,广告主可以连接ChatGPT广告活动与应用的安装、事件等归因数据,清晰了解各条广告的展示量、点击量、花费、CTR、CPC、CPM等关键指标。
配置过程简单:广告主需在Adjust后台的Campaign Lab中选择ChatGPT Ads作为新合作伙伴,填写OpenAI Ad Manager中生成的API密钥和Pixel ID,并将Adjust事件映射为ChatGPT Ads的转化事件。Adjust会自动生成点击和展示的URL模板,供广告主在OpenAI的广告管理器中设置 campaign target。当用户点击广告后,Adjust的URL引导用户安装或打开应用,并实时回传转化、购买等事件至OpenAI的Conversions API。
通过该集成,广告主不仅能准确归因ChatGPT Ads带来的新增用户,还能将这一渠道的表现与传统媒体混合评估,实现跨渠道的ROI分析。Adjust还将代表广告主调用OpenAI的Advertiser APIs,自动获取广告花费数据,并通过rules控制出价和预算,甚至支持创意上传等高级功能。
这一更新的核心价值在于:让ChatGPT这个高意图用户聚集的广告环境变得可衡量、可优化。广告主可以利用Adjust成熟的归因分析框架,对比ChatGPT Ads与其他渠道(如社交、搜索、程序化)的增量效果,从而合理分配预算,提升用户获取效率。Adjust提供了详细的设置文档和专家支持,帮助广告主快速启动Campaign。
值得关注的是,OpenAI Ads 作为新兴广告渠道,测量能力是其能否被主流市场接受的关键。Adjust 此次率先集成,补足了 ChatGPT Ads 缺失的归因闭环,信号明确:广告主对生成式 AI 平台内广告的信任度依赖成熟的第三方测量体系。在隐私沙盒和 IDFA 收紧背景下,Conversions API 的标准化对接正成为刚需。
对 UA 团队而言,这意味着需要尽快评估 ChatGPT 的用户触达效率,并与现有渠道(如 Meta、Google)的估算框架进行交叉验证,避免因归因盲区导致预算误判。
User testing reveals the gap between designer intent and user experience, uncovering silent churn causes like unclear onboarding or passive ad chains. Analytics show what happens; user testing explains why. Small tests (5-8 participants) can identify friction points, and improving retention by 10% can significantly boost revenue without changing monetization. For ad ops, this means better user engagement reduces wasted ad spend and increases lifetime value.
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.
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.
Adjust Ignite 2026 returns as a global conference series for app marketers, covering mobile measurement, attribution, deep linking, AI, and evolving user behavior. Partnering with Sensor Tower, the first event is in San Francisco on July 9, followed by Tokyo, São Paulo, Istanbul, Guangzhou, and Cyprus. Sessions focus on practical, real-world experiences rather than theory, addressing privacy-first measurement, AI integration in marketing workflows, and strategies for acquisition, engagement, and long-term value. Attendees gain actionable insights and networking opportunities with industry peers.
Short drama apps are booming, with installs growing 238% YoY in Q1 2026 and global downloads reaching 2.3 billion in 2025. The format is expanding beyond China, with LATAM showing 913% YoY install growth. Revenue per MAU in APAC is $1.45, and sessions per user increase over the first 30 days. 67% of marketers are already advertising in or testing these apps, making them a high-growth channel for mobile ad campaigns.
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...
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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...
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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...
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