2026 Singular ROI Index 最新发布,Moloco凭借在29个排行榜上的强势表现位列第五,连续第二年成为该指数中不可忽视的力量。正如Singular联合创始人兼COO Susan Kuo所言,Moloco的持续上榜意味着它能够帮助广告主在围墙花园之外实现真正的盈利增长,而这正是移动广告从业者应重点关注的方向。
该指数基于数万亿次曝光、数十亿次点击和数十亿次安装的大数据测算,能够进入排行榜本身即说明平台具备大规模的用户获取能力和稳定的ROI输出。Moloco不仅出现在所有全球级榜单中,还覆盖APAC、EMEA、北美和南美四大区域,展现出其跨地域、跨品类、跨操作系统的广泛适配性。
今年Index首次引入多触点归因(MTA)排行榜,Moloco同时出现在Assist Power(助攻力量)和MTA Uplift两个子榜单中。Assist Power衡量平台虽然不是最后一击但在转化路径中贡献的安装量,MTA Uplift则衡量MTA归因下平台贡献较last-touch的提升幅度。两项入围说明Moloco能在用户旅程早期就参与推动转化,而非仅依赖收口环节。
对于追求增长的广告主而言,Google、Meta等巨头渠道已普遍运行至饱和,进一步放量的关键在于找到新的增量空间。Moloco通过独立应用生态为合作伙伴提供了破解这一难题的途径——结合高效的机器学习算法与开放的广告资源,在不依赖围墙花园的前提下实现持续扩大用户规模。
Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias distort budget decisions. Single-touch models (first/last-click) are simple but miss the full journey; multi-touch models (position-based, data-driven) are more accurate but require robust data. Mobile attribution is particularly challenging due to ATT, SKAdNetwork, and cross-platform gaps, necessitating a mobile measurement partner (MMP) for independent, deduplicated measurement. Clean attribution data is essential for AI-driven optimization—bad signals lead to bad decisions. Starting with position-based attribution and incrementality testing provides a practical foundation.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
Moloco's new Agency Partner Program helps agencies drive profitable performance via Moloco Ads, with education, dedicated support, and collaboration across mobile in-app and CTV. For ad ops decision-makers, the key insight is the ability to break beyond walled gardens and leverage machine learning to unlock incremental growth. Founding partners across global regions gain access to new inventory, optimization expertise, and closer product integration. This enables measurable, scalable results, as evidenced by partners citing D30 ROAS lifts and high-value user acquisition. Ad ops teams should evaluate the program as a strategic lever to differentiate their offerings and diversify media channels.
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.
At MAU 2026, the industry agreed that attention, not production, is the bottleneck. Cross-platform web-to-app attribution is now achievable with AppsFlyer's mobile-grade measurement extending to web, giving ad ops a unified view. AI is in production, with Square's team shipping six live workflows. Web-to-app is the most efficient top-of-funnel for app businesses, and retention overtakes acquisition. Ad ops must prioritize clean signal layers and incrementality testing over single-metric attribution.
AI is reshaping consumer behavior, with 80% of Google searches ending without a click and half of consumers using AI for product research. This disrupts traditional channels like search (CPC up 10-25%) and affiliate marketing (revenues down 7%). Meanwhile, mobile apps and CTV offer stable, high-engagement alternatives. Advertisers should diversify away from disrupted channels, targeting the independent app ecosystem where Day 30 ROAS can be 116% higher. Key metrics: organic direct traffic share (target >51%) and disrupted channel spend share (target <34%).
Mobile app measurement has solved the single-channel problems that plague other digital channels—independent attribution (neutral third-party verification), privacy regulation (survived iOS 14.5 with new methods), signal governance (provenance, chain of custody), fraud detection (15% fraudulent installs, 275% fake installs in some channels), and cross-platform fragmentation. These capabilities, built under duress, now form the foundation for omnichannel measurement. Ad ops must apply mobile-grade rigor per channel first, then connect via CUID, unified attribution logic, and real-time data governance to build a trusted cross-platform framework.
Moloco宣布推出代理商合作计划,旨在帮助代理商通过Moloco Ads为客户实现可衡量的绩效增长,首期已吸引全球超过十几家创始合作伙伴。该计划提供教育、专属支持及与产品团队更紧密的协作,助力代理商在移动应用广告和Performance ...
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AI disrupts digital advertising by reshaping consumer behavior, with 80% of Google searches now zero-click and nearly ha...
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