AppLovin's Amplify event in Shanghai covered key trends for mobile marketers. Daniel Tchernahovsky opened noting tech upgrades boosting ad efficacy. Ada Hang highlighted rising eCPM trends and urged developers to use AppDiscovery's AI for multi-tier focus and the MAX platform's segmentation to increase ARPDAU.
A panel with Mattel163, Yodo1, Triwin, and Guru Games praised MAX's data capabilities for efficient monetization. Lea Gao discussed AI transformations for consumption growth, offering strategies like stable user base maintenance and precise targeting for cost savings. Alan Xie showcased CTV advertising's untapped potential with case studies, emphasizing multi-device penetration.
GOAT Games' Alexander Cherpak shared strategies for navigating iOS changes and maximizing LTV. Jaden Cheng from SparkLabs highlighted creative ad production using a three-pronged approach: market understanding, efficient testing, and generative AI. APUS's Luo Juan stressed trust and collaboration in their successful partnership.
Core advice: adopt data-driven, iterative testing; embrace AI and CTV for growth; diversify monetization across IAA and IAP.
Marketing attribution identifies which channels drive conversions, helping allocate budgets effectively. It uses models like single-touch (first/last click) or multi-touch (linear, time-decay) to assign credit across customer journeys. Challenges include privacy changes and tracking difficulties, but solutions like MMPs and AI can help optimize campaigns.
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.
Amplify SF 2023 focused on AI advancements in ad tech. AppDiscovery's AI tackles slow learning, expensive testing, and scaling issues. Key advice: set realistic goals, expand geo coverage, remove caps, use open budgets, and try multi-campaign types. AI-driven creatives from SparkLabs boost output and efficiency. Scopely's Monopoly GO! success highlights social features and data-driven UA.
Gen AI apps have become the primary growth engine of the non-gaming market, with revenue surging 232% YoY to $6.1 billion between Q2 2025 and Q1 2026. The US leads with 38% of global revenue, while Japan and Korea emerge as key growth markets. AI Assistants are increasingly concentrated, with ChatGPT dominating, but vertical segments like AI Companions, AI Agents, and AI Image & Video offer fragmented, high-growth opportunities. Lessons from Plaud highlight success through vertical focus, deep localization, and precision advertising. For ad ops, targeting vertical AI segments and localized user acquisition strategies present significant opportunities.
Subscription apps like Netflix and Spotify charge recurring fees for premium features. They offer predictable revenue, higher user loyalty, and better App Store rankings. Key models include flat-rate, tiered, and per-user pricing. Success requires value-driven pricing, free trials, and transparent practices.
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.
Resonance, defined as attention times engagement, is key for ad effectiveness. Short, creative ads on TikTok achieve high impact early, with 50% effect in 2 seconds and 90% ad recall in 6 seconds.
Global eCommerce web traffic hit record highs in Q4 2025, with visits up 9% YoY and unique visitors up 21%. Mobile growth stabilizes, making web a critical acquisition channel. India leads with 58B visits (+28% YoY). Temu ranks #2 cross-platform; SHEIN's web visitors surged 70% YoY. Fashion eCommerce web visits rose 54% YoY. Nykaa's net profit surged 183% as it shifts ad spend from Tier-1 to Tier-2/3 cities and leverages content-driven referrals. Ad ops should prioritize web channel optimization and emerging market expansion.
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