AppLovin’s Array, a suite for OEMs and carriers, expands its strategic partnership with Samsung to Brazil, building on existing Latin American collaborations. The core value proposition is personalized on-device app recommendations that enhance Samsung’s native app ecosystem. Colin Behr, GM of Strategic Business at AppLovin, stresses that mobile manufacturers must complement device sales with helpful app recommendations to stay competitive.
Array leverages AppLovin’s massive scale and high-performance recommendation engine to provide partners exclusive access to high-value users through on-device inventory at optimal moments for app discovery. This results in smarter recommendations and a competitive edge. As the largest independent buyer in the industry, Array uses AppLovin’s vast mobile app network and user acquisition/retention technologies to engage new users at key lifecycle points.
Benefits include improved customer satisfaction over the device lifecycle, making it a winning solution for OEMs, carriers, and end users. The article suggests that Array delivers value by tapping into AppLovin’s app ecosystem, driving app downloads and user engagement.
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.
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.
Re-engagement campaigns remain effective despite privacy regulations. Key practices include targeting large audiences (250k+ device IDs), using PSA/ghost bid testing, implementing blockout windows to avoid cannibalization, and leveraging deep linking to reduce friction. These strategies help lower UA costs and achieve aggressive CPA goals.
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.
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.
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.
India's mobile app market hit record revenue of $345M in Q2 2026, with non-gaming up 50% YoY. For ad ops, key opportunities lie in short drama apps (Story TV tripled ad spend), AI subscriptions, and ad-supported games like arrow puzzles, which generate over 11% of global ad revenue from India. Gaming revenue grew 10% YoY, outperforming global decline. Hypercasual game ad revenue rose 180% QoQ. India is transitioning from an acquisition market to a monetization powerhouse, offering scalable ad inventory across entertainment, local commerce, and casual gaming.
Moloco's new Agency Partner Program helps agencies drive profitable performance via Moloco Ads, with education, dedicated support, and collaboration across mobile in-app and CTV. For ad ops decision-makers, the key insight is the ability to break beyond walled gardens and leverage machine learning to unlock incremental growth. Founding partners across global regions gain access to new inventory, optimization expertise, and closer product integration. This enables measurable, scalable results, as evidenced by partners citing D30 ROAS lifts and high-value user acquisition. Ad ops teams should evaluate the program as a strategic lever to differentiate their offerings and diversify media channels.
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