The mobile industry has entered a new fragmentation era, where user attention is spread across a wide range of specialized and community-driven apps rather than concentrated on a few major platforms. According to Moloco's analysis at MAU 2025, only 32% of in-app time is now spent on Meta and Google platforms, with the remainder distributed across the 'independent app ecosystem' of approximately 3 million apps. This independent ecosystem reaches 2 billion daily active users globally, matching the combined audience of TikTok and Instagram.
Despite this, many marketers still rely on social media dominance and struggle to measure incrementality. In collaboration with Singular, Moloco analyzed the impact of diversifying ad spend: advertisers who added independent platforms to their predominantly social media mix saw Day 30 ROAS increase by 48% for all app advertisers, 116% for consumer app advertisers (finance, on-demand, education, entertainment, health & fitness, shopping, travel), and 214% for shopping app advertisers. The key takeaway is that the lift is substantial, not just present.
To navigate this landscape, marketers should leverage AI-driven technology, similar to what Google and Meta used, to match advertisers with users in the right context at scale. Actionable advice: ad ops decision-makers must understand this shift, use data to educate their organizations, and reallocate budgets to capture the high ROAS from the independent app ecosystem.
Web-to-app strategies boost conversions by 77% and achieve 13.6% average paying user rate. Brands like adidas saw 2.4x higher ROAS from deep-linked users, while AirAsia improved bookings by 19%. Key challenges include measurement gaps, siloed teams, and onboarding friction. Solutions involve Google Ads Web-to-App Install and Web to App Connect with AppsFlyer Smart Banners and deep linking. Actionable steps: set tracking, import conversions, activate smart bidding, and deep link users.
LLMs like ChatGPT and Gemini are reshaping mobile app discovery, with traditional search volume expected to decline 25% by 2026. These AI platforms act as answer engines, delivering direct app recommendations to users. For ad ops, this shift requires optimizing for LLM visibility through structured content and reputation management. While native ad formats are in early testing on platforms like Perplexity and Gemini, early adoption can secure high-intent placements. Marketers should track AI-driven traffic and align discovery strategies across ASO, SEO, and LLMs to stay competitive in an AI-first environment.
AI personalization is now essential for mobile marketing, with 71% of consumers expecting tailored experiences. This article outlines how AI enhances audience intelligence, creative personalization via DCO and GenAI, engagement timing, and measurement. Marketers should start small with focused A/B tests, prioritize user value, and collaborate across UA, CRM, and product. Key challenges include privacy, overpersonalization, and model bias. Adjust's Growth Copilot offers AI-driven analytics to streamline decision-making.
Mobile app measurement has solved the single-channel problems that plague other digital channels—independent attribution (neutral third-party verification), privacy regulation (survived iOS 14.5 with new methods), signal governance (provenance, chain of custody), fraud detection (15% fraudulent installs, 275% fake installs in some channels), and cross-platform fragmentation. These capabilities, built under duress, now form the foundation for omnichannel measurement. Ad ops must apply mobile-grade rigor per channel first, then connect via CUID, unified attribution logic, and real-time data governance to build a trusted cross-platform framework.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
The article argues that mobile apps are crucial for business growth, with 96% of consumers owning smartphones and mobile commerce accounting for nearly 70% of retail e-commerce. It highlights strategies like intuitive UX, AR features, loyalty programs, and app-exclusive discounts to boost retention and acquisition. Brands like Starbucks, McDonald's, and Nike successfully leverage apps for customer engagement and first-party data collection. Mobile ad spend in the US is expected to reach $228 billion in 2025, emphasizing the need for app-centric marketing. Retail media networks also offer new revenue streams through targeted advertising.
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.
European finance app installs hit 960M in 2025 but grew only 0.4%. BNPL apps grew 40% while crypto fell 35%, signaling a shift to utility. Neobanks win acquisition; traditional banks win retention (1.5-2x Day 30 rates). Web-to-app drives 41.8% of conversions but most brands can't measure the handoff. Nearly 1 in 2 investment app installs in Western Europe is fraudulent, distorting CPI and ROAS. Winning brands prioritize engagement, fraud detection, and cross-platform measurement.
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...
Moloco ranks 5th in the 2026 Singular ROI Index with 29 leaderboard appearances, highlighting consistent ROI across glob...
Costco partners with Moloco Commerce Media to power onsite ads on Costco.com, aiming to replicate in-warehouse discovery...
AI-driven disruption is reshaping consumer journeys, with 67% of marketing leaders expecting high impact. Brands risk lo...