A/B testing is crucial for app store optimization (ASO) to improve organic results. Google Play's store listing experiments allow testing app icons, short descriptions, feature graphics, screenshots, and long descriptions, with support for localization and seasonality. Apple's product page optimization (PPO) enables testing icons, screenshots, preview videos, and descriptions, with localization and audience allocation.
Both tools have limitations: Google lacks traffic source segmentation and post-install engagement data, while Apple restricts to one test at a time, no metadata testing, and a 90% confidence cap. Best practices include testing one element at a time, forming clear hypotheses, and considering external factors. Adjust's Measure, Analyze, and Datascape enhance testing by providing precise attribution, cohort analysis, and unified campaign performance views, enabling marketers to identify high-value users and long-term impacts of optimizations.
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.
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.
The article outlines five key mobile app market predictions for 2025, emphasizing AI/ML maturation, consumer-driven data control, the limitations of GenAI for measurement, growth of alternative app stores, and increased M&A activity. Ad ops decision-makers should prepare for scaled AI adoption, adopt multiple measurement frameworks to navigate privacy regulations, leverage ML models for privacy-compliant insights, explore emerging app distribution channels, and consider strategic acquisitions for market expansion.
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.
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.
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.
The 2024 holiday season revealed distinct mobile app usage trends: finance apps peaked early December for budgeting and late December for year-end payments; shopping apps spiked on Dec 1 (installs +42%) and mid-month for last-minute deals; restaurant apps hit highs on weekends (installs +122% on Dec 14); health & fitness surged post-Christmas (+46% on Jan 1); gaming sessions peaked on New Year’s Day (racing games +124%). Marketers should time campaigns to these windows: promote budgeting early, re-engage cart abandoners mid-month, target resolution-setters after Christmas, and offer holiday-themed gaming content.
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...