At Amplify SF 2023, AppLovin showcased AI advancements addressing key industry pain points: lengthy learning phases (6-8 weeks), expensive testing, and scaling challenges. AppDiscovery's AI improvements in speed, adaptability, scale, and automation enable faster optimization and better ROI. Success stories from Goodroid, DealDash, and Peak illustrate the benefits.
Advertisers are advised to set realistic goals, adjust campaigns for global coverage, eliminate capping, set open budgets, and use multi-campaign types (Ad ROAS, IAP ROAS, Blended ROAS). SparkLabs demonstrated AI's impact on creative production, citing higher output, lower costs, and data-driven editing, with examples from Picsart, Wordscapes, and Project Makeover. Roundtable sessions covered gaming and non-gaming topics like IAP vs IAA harmony, measurement challenges, new UA channels, and campaign optimization.
In a fireside chat, Eric Ma (Scopely) attributed Monopoly GO!'s success to social features, brand appeal, and data-driven partnerships, advising focus on product KPIs and social density.
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.
AppsFlyer MCP connects Claude directly to live attribution data, replacing manual reporting and CSV exports. Gaming teams catch budget anomalies overnight, finance teams compress multi-hour analysis into minutes, and e-commerce teams close the gap between measurement and spend decisions. Setup takes under 60 seconds, enabling real-time queries on channels, cohorts, and ROAS. The key insight is that AI-powered analysis requires live data connections, not stale exports.
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.
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.
Amplify Shanghai emphasized AI-driven ad optimization, eCPM growth, and CTV potential. Panelists highlighted data-driven strategies for monetization and user acquisition. Key takeaways: use AI for targeting, diversify focus across tiers, and leverage MAX platform's segmentation for higher ARPDAU.
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.
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.
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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