Beth Berger, VP & GM Americas at Moloco, discusses the critical role of mobile apps in driving brand growth, noting that consumers spend 88% of mobile time on apps, leading to up to 3x higher conversion rates. She emphasizes the need for marketers to look beyond walled gardens for incremental growth, leveraging AI and machine learning to find high-value users on the open internet. Moloco addresses concerns about user quality and fraud through real-time ML, partnerships with measurement platforms, and proactive inventory management.
Berger highlights the importance of human strategy alongside automation, including creative production, geographic expansion, and transparent reporting. She offers tips: enable personalization with AI, maintain control through data sharing and measurement, optimize for deeper funnel metrics like in-app purchases, and invest in partnerships that provide strategic guidance. The interview underscores how AI democratizes access to advanced targeting, but marketers must retain oversight to succeed in the evolving landscape.
First-party data, collected directly from users with consent, is crucial for marketers due to privacy regulations limiting third-party data. It enables accurate personalization, compliance, and cost savings. Key steps include ethical collection, maintaining clean data, and using it internally for product/marketing optimization and externally via commerce media networks.
This guide helps app marketers select a Mobile Measurement Partner (MMP) by covering essential features like privacy-first measurement, unified attribution, fraud protection, and advanced analytics. It emphasizes choosing an MMP that integrates easily, scales with business growth, and provides reliable data for optimizing marketing ROI across teams.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Preload campaigns are critical for UA in 2025, offering early brand presence, higher trust, and cost-efficient growth. Key benefits include increased visibility, engagement, and LTV. Practitioners should leverage advanced segmentation, automated recommendations, predictive analytics, extended attribution windows, and incrementality testing. Partnerships with OEMs and platforms like Appnext, Aura, AVOW, Digital Turbine, and InMobi can drive significant results, as seen with Magalu's 100k+ monthly installs and 4x ROAS.
Attribution connects user actions to marketing efforts, solving double counting in sports betting. MMPs provide unbiased data across channels, using last-touch attribution and attribution windows. CTV assists installs, and combining attribution with incrementality optimizes strategies.
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.
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.
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.
Moloco's new Agency Partner Program helps agencies drive profitable performance via Moloco Ads, with education, dedicate...
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctio...
AI is reshaping discovery, with web traffic declining sharply in information-heavy industries (news -26%, education -22%...
Sports publishers face unique monetization challenges due to event-driven traffic spikes. AI-native SDKs like Moloco opt...
AI is reshaping consumer behavior, with 80% of Google searches ending without a click and half of consumers using AI for...
Gaming publishers treat monetization as infrastructure, using hybrid models with ads and in-app purchases to drive reven...