Next-gen campaign optimization goes beyond traditional attribution by integrating incrementality testing and marketing mix modeling (MMM) for a holistic framework. Attribution provides real-time granular insights, incrementality reveals true impact, and MMM offers long-term strategic planning by considering external factors like seasonality. AI and machine learning automate data analysis, reducing human error and enabling proactive adjustments.
Predictive lifetime value (pLTV) models help optimize ad spend on high-value users, while deep linking enhances personalization across devices. These solutions are designed to work within privacy frameworks like ATT and Privacy Sandbox, ensuring sustainability. By adopting next-gen measurement, marketers achieve optimized ROI, quality user acquisition, reduced budget waste, and strategic foresight, giving them a competitive advantage in an evolving digital landscape.
Puzzle and match 3 games remain a profitable segment, with 9.7 billion downloads in 2024 and 14% YoY IAP revenue growth. Key opportunities lie in LATAM and MENA, where session growth is high. Rising CPI and CPM emphasize the need for efficient UA. Incrementality testing and predictive LTV are critical for optimizing ad spend, ensuring budgets target high-value users. Adjust's tools—Measure, InSight, and Recommend—provide attribution, incrementality testing, and pLTV modeling to maximize ROI.
Mobile measurement is evolving with AI-driven solutions like predictive analytics, incrementality analysis, and marketing mix modeling (MMM). These tools help marketers forecast user value, measure true campaign ROI, and holistically optimize budget allocation. Predictive analytics identifies high-value users early; incrementality isolates causal impact; MMM provides a 360-degree view of marketing performance. Adopting these methods enables data-driven decisions, improves campaign efficiency, and future-proofs strategies in a privacy-first era. The article key takeaway: next-gen measurement is accessible and essential for competitive advantage.
Ramadan 2025 presents a crucial opportunity for app marketers, with 75% of consumers noticing more ads during the season. Key trends from 2024 include a 28% surge in shopping app installs across METAP, a 126% increase in the UAE, and 18% growth in finance app installs. High engagement windows occur post-Iftar and late at night. Actionable strategies include optimizing campaign timing, leveraging personalization, building omnichannel experiences, and focusing on value-driven promotions. Adjust's measurement tools can help track and optimize campaign performance.
Valentine's Day presents a strategic opportunity for app marketers to boost installs and engagement across categories. Despite a 13% YoY decline in dating app installs, sessions remain resilient, with longer session lengths (13.21 min) and improved ad efficiency (IPM up to 6.24). Key surges: restaurant booking app installs +156% on Feb 14, recipe app sessions +60% on Feb 12, music app installs +35% on Feb 10, and messaging sessions +31% on Valentine's Day. Actionable strategies include personalized push notifications, gamification, brand collaborations, and micro-influencer campaigns.
This article debunks four mobile measurement myths, emphasizing that last-click attribution remains valuable when combined with multi-touch and next-gen methodologies like incrementality testing. It stresses that data quality trumps quantity, and integrating fragmented data sources yields better insights. View-through attribution is not inherently inflationary if paired with incrementality testing, and cross-channel optimization is achievable through deep linking. For ad ops, the key takeaway is to adopt a holistic measurement framework that balances signals from various attribution methods to accurately assess campaign performance and allocate budgets effectively.
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.
Adjust introduces 'Agentic Growth Management' at MAU Vegas 2026, a goal-driven AI system that automates the campaign opt...
WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Inte...
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports...
Adjust's presence at MAU 2026 in Las Vegas highlighted its Agentic Growth Management, leveraging AI for automated campai...
Vietnam's app market is growing rapidly with high downloads and engagement. The new Adjust report reveals gaming session...
Adjust MCP server connects Adjust data to external AI tools, allowing teams to query performance data within existing wo...