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.
Japan's finance app category is outperforming, with H1 2026 installs up 8% YoY and sessions up 40%—nearly 5x the install growth and well ahead of global figures (5% and 29%). Stock trading is the standout subvertical: installs +90% YoY and average session length climbing to 11.7 minutes, driven by NISA reforms and a retail investor resurgence. Retention is improving across the full 30-day curve (D1 17% to 19%, D30 7% to 8%). For ad ops teams, the takeaway is clear: prioritize measurement depth, re-engagement, and channel-level quality over top-of-funnel volume alone.
Streaming TV offers mobile marketers high engagement and detailed tracking, with non-skippable, full-screen ads that boost recall. Key insight: emotional alignment between ads and content reduces viewer drop-off by up to 60%. Viewer retention during ad breaks varies, but 26% of those who leave return within 30 minutes. Action steps: use contextual targeting, partner with emotion-based SSPs, track performance, and prioritize emotional storytelling.
Adjust's Halloween 2025 data across six weeks shows the holiday window opens well before October 31 and differs by category and market. Entertainment installs peaked the weekend before Halloween (up 42–44% vs. summer baseline), with OTT/streaming and video content installs up 120% on October 25 and 300% YoY. Photo and video sessions instead spiked on Halloween night itself (+6% global vs. the four prior Fridays; Canada +15%, Germany +13%, U.K. +11%, U.S. +9%, Mexico +7%). Single global send dates miss market-level peaks, so ad ops should time creative, push, and budget shifts per market—especially in Mexico, where activity runs through Día de los Muertos.
Adjust's Device Usage dashboard in Datascape gives ad ops teams a prebuilt view of how active users are distributed acro...
Adjust has expanded store detection and verification across multiple app storefronts, making Store Type the primary dime...
Adjust's Halloween 2025 data across six weeks shows the holiday window opens well before October 31 and differs by categ...
Adjust introduced permission groups to give ad ops teams more flexible, scalable access management. Instead of relying o...
Japan's finance app category is outperforming, with H1 2026 installs up 8% YoY and sessions up 40%—nearly 5x the install...
Adjust’s Türkiye 2026 spotlight report positions Türkiye as a high-growth, mobile-first market for ad ops teams. Mobile ...