Sensor Tower's Churn Analysis helps mobile app developers and publishers understand user loyalty by breaking down monthly active users into new, retained, and resurrected users. Churn rates vary by category: social media apps like Instagram have low single-digit churn, while retail apps like Etsy average 20-40% churn. BNPL apps like Affirm and Klarna have high churn.
The tool highlights that high new user growth may signal retention issues if MAU growth is slow. Retained users are crucial for revenue and advertiser value, with Facebook and Instagram retaining over 94% of users. Resurrected users, re-engaging after inactivity, are important for health and monetization, as seen in grocery delivery apps like Instacart.
This analysis enables data-driven decisions to combat churn and drive growth.
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.
Sensor Tower's Power User data measures days used per month, revealing app stickiness. The metric shows crypto apps' declining engagement, Netflix's SVOD loyalty, Duolingo's growing stickiness, and Instagram's daily dominance, offering insights into user behavior and monetization.
Sensor Tower data aligns with Uber's 1Q23 earnings, showing 14% MAU growth, increased engagement, and all-time highs for Uber Driver app in international markets. Lyft's flat driver growth highlights its lack of global reach.
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.
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.
Brand strategy is a top priority as marketers shift from performance to brand advertising due to privacy and economic challenges. Social media has limitations, but programmatic app-to-web offers broader reach, brand safety, and privacy-friendly solutions.
App monetization can balance IAP and IAA through strategic integration. Rewarded ads complement IAPs without cannibalizing revenue if capped and tested. Key metrics: ARPDAU (holistic revenue view) and retention. Segment users: show ads to non-purchasers, avoid intrusive formats for high-LTV users. Test ad strategies on new users first. Use ARPDAU to evaluate overall performance, not just CPM.
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
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