AppsFlyerThe Signal Economy Goes Live: Takeaways from MAU Vegas 2026
MAU 2026 marked a turning point: the industry stopped debating attention as the bottleneck and started organizing around it. Brian Quinn and Barak Witkowski's keynote framed a world where AI has removed product development constraints, making creative supply infinite. The new constraint is human attention across fragmented surfaces (mobile, web, CTV, retail media, LLMs). Winners will have the cleanest signal layer feeding decisions.
Key announcements included AppsFlyer's mobile-grade measurement extending to web, addressing cross-platform attribution anxiety. Barak Witkowski noted that the industry doesn't need another web attribution tool—it needs the mobile playbook applied universally. Early pilots show ARPU lift from unified optimization. AI agents are now in production: Square's Sara San Antonio detailed six shipped workflows, including an MCP integration for real-time queries, automated creative QA, and a UAC pacing engine using seasonality data. Practitioners emphasized that AI scales signal fragmentation if measurement is broken.
Retention overtook acquisition as the headline. Brands use creator-led programs with always-on evergreen content, and TikTok's Yansy Campos highlighted sports lifestyle creators as underrated. The most sophisticated teams triangulate across last-touch, incrementality, and MMM. AppsFlyer's Brian Quinn reported 30% of campaigns are under-attributed by up to 10x when relying on one view. Unified Attribution from Snap and AppsFlyer lifts performance ~20%. For ad ops, the takeaway is to pair every high-spend channel with incrementality testing and treat web and app as one surface. Web-to-app is quietly the most efficient top-of-funnel for app businesses.
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