Market (Mobile)·Updated Apr 30, 2026 by AdQuantum
Report · January 1, 2022
Published by AdQuantum, SocialPeta
The mobile app and gaming landscape underwent a significant strategic pivot during the first half of 2022, characterized by a transition from high-volume advertising to a quality-focused, data-driven methodology. Faced with rising user acquisition costs and the restrictive post-ATT environment, marketers reduced the total volume of mobile game creatives by nearly 30% year-over-year. This contraction reflects a broader industry shift toward precise traffic optimization, where performance metrics like Cost Per Purchase and In-App Purchase Return on Ad Spend have superseded raw install volume as the primary indicators of success. Geographically, the United States remains the dominant market, commanding the highest share of traffic and the most expensive advertising costs. CPMs surged significantly during this period, rising 18% for mobile games and 64% for non-gaming applications. In response to these economic headwinds and privacy-related tracking limitations, advertisers have increasingly pivoted toward the Android ecosystem, which now hosts approximately 70% of mobile game creatives. Simultaneously, growth is being sought in emerging Tier-2 and Tier-3 markets to offset the saturation and high costs found in traditional Western strongholds. To maintain performance, publishers are diversifying their acquisition channels, moving beyond traditional social media giants to include incentive-based traffic sources and search-driven discovery. App Store Optimization and Apple Search Ads have become critical components of visibility strategies, while the adoption of predictive analytics and first-party data collection allows developers to navigate the loss of IDFA-based targeting. By prioritizing user-generated content styles and optimizing opt-in prompts, which have reached success rates as high as 51% in certain hyper-casual segments, the industry is successfully recalibrating its approach to sustain long-term growth despite a challenging macroeconomic climate.
x The state of mobile game and app markets Global report on app marketing for H1 2022 GLOBAL REPORT ON APP MARKETING FOR H1 2022
Introduction The mobile market is dynamic and volatile. Every year mobile publishers and marketers face new circumstances, innovations, and challenges in mobile advertising and 2022 is no exception. In this study, mobile performance marketing agency AdQuantum and Ad Intelligence Platform Social Peta combined their expertise to explore how the mobile market has changed in the frst half of 2022 and what it looks like now. Here we talk about the main trends that have evolved and strengthened during H1 2022, look at key patterns, and try to identify the trends for the future. Dive into this report to adjust your marketing strategy and make the most out of your mobile apps and games. Igor Zavaruev CEO
About AdQuantum and SocialPeta In terms of casual mobile games, in H1 2022 we noticed that for major ad networks IAP ROAS, AdROAS, and Blended ROAS (in-app purchases + in-app advertising) optimizations historically worked well, as the games AdQuantum has worked with have both IAP and IAA types of optimization implemented. The CPP (cost per purchase) optimization also worked well on AppLovin. Leading mobile performance marketing agency #1 Ad Intelligence Platform The CPM on these kinds of traffic sources depends on the type of optimization and traffic source and can be much higher than on paid social traffic sources. We help mobile apps and games reach new revenue streams With SocialPeta, you can spy on your competitors ad data and scale their businesses with new paying users. Having and get ad data from networks, media, and advertisers around extensive experience in acquiring premium quality trafc, the world to inspire you. SocialPeta covers 69 countries and we give a boost to mobile products by helping them achieve regions and over 70 well-known ad channels worldwide such traffic on typical traffic sources. Therefore, it is important to pick the proper event to optimize their performance goals. as Unity, Twitter, YouTube, Facebook, and TikTok. We provide and calculate the right attribution window for this event. You need to perfectly understand the nearly 1 billion ad creatives, updating millions each day. user's behavior for your game and calculate which event correlates with the user payback. SocialPeta is the best source of inspiration for ads. Below you can see the examples of metrics with appropriate optimizations that showed good results.
arly 1 billion ad creatives, updating millions each day. user's behavior for your game and calculate which event correlates with the user payback. SocialPeta is the best source of inspiration for ads. Below you can see the examples of metrics with appropriate optimizations that showed good results. We took our campaigns from Unity Ads and AppLovin as the largest ad networks among those we have used in general. As for the offerwall campaigns, we used TapJoy
Table of contents 1 Methodology 3 5 Seasonality 2 Trends for the mobile app 6 Top-performing UA strategies and game market 3 Top ad approaches 4 7 What leaders say on the future of the mobile market 4 H1 2022 top paid trafc sources 8 Key takeaways
Methodology Our experienced colleagues from SocialPeta provided context and diverse data on the state of the mobile market and mobile marketing for the first half of 2022, whereas the AdQuantum team shared their practical insights, having analyzed the top-performing UA strategies, creative approaches, and traffic sources that brought the greatest value throughout H1 2022. For the analysis, we used data from the last year, comparing the period H2 2021-H1 2022. In particular, we provided a detailed analysis of the state of marketing for the following app categories: Finance, Health & Fitness, Casual Games, Education, Books, and Photo & Video.
The mobile gaming landscape experienced a notable shift in monetization and user acquisition patterns between 2022 and the first half of 2023. In-app purchase (IAP) activity demonstrated robust growth across both major mobile operating systems, with Android and Apple platforms recording increases of 23% and 24%, respectively. This upward trend in monetization suggests a resilient consumer base despite broader economic fluctuations within the mobile app ecosystem. Geographic distribution of installs remained relatively stable on Android, with India, Brazil, and the United States maintaining their positions as the top three markets. Conversely, the iOS landscape underwent more significant regional changes, as the United Kingdom, Canada, and Germany gained prominence, displacing China and Saudi Arabia from the top five rankings. These shifts highlight the evolving importance of Western markets for iOS-based mobile game developers. Ad network performance also saw a realignment in competitive dominance. On Android, Google Ads ascended to the top position for total installs in the first half of 2023, while Meta entered the top five. On iOS, AppLovin reclaimed the leading position, and Meta secured a top-five spot, reflecting a dynamic advertising environment where major platforms continue to vie for market share. This analysis relies on anonymized data aggregated by Tenjin from January 1, 2022, through June 30, 2023. The findings are restricted to ad networks and countries that achieved a minimum threshold of 25 million installs, ensuring that the reported trends represent significant market activity. By tracking these metrics, the data provides a clear view of the shifting priorities and regional focus areas for mobile publishers navigating the transition toward hybrid monetization models.
The survey of more than five hundred mobile marketers worldwide in 2022 reveals a mixed outlook for the industry. Roughly sixty percent of respondents view the past year positively, while forty percent see it as a decline; non‑gaming marketers are notably more optimistic. Despite this, 59 % of participants have set higher key performance indicators than in 2021, yet nearly half (48 %) report difficulty meeting those targets. Over half of the cohort plans to increase advertising spend in 2023, reflecting a continued belief that growth is achievable despite challenges. Privacy regulations remain the dominant obstacle. Apple’s App Tracking Transparency (ATT) rollout has disrupted user‑acquisition campaigns, with 64 % of marketers reporting a negative impact and only 12 % noting benefits. Data loss has left 73 % feeling “left in the dark,” while costs have risen for 72 %. In response, marketers are reallocating budgets toward less trackable channels such as organic/viral (68 %) and influencer marketing (57 %). However, 70 % feel unprepared for Google’s forthcoming GAID deprecation and only 47 % are familiar with SKAdNetwork 4, indicating a significant knowledge gap that could spur innovation in alternative acquisition tactics. Liftoff’s mobile growth acceleration platform, serving 6,600 businesses across 74 countries in gaming, social, finance, e‑commerce, and entertainment sectors, offers a comprehensive suite of solutions—Accelerate, Direct, Influence, Monetize, Intelligence, and Vungle Exchange—to help clients acquire high‑value users, access premium inventory, run creator campaigns, optimize in‑app ads, and leverage data analytics. These services aim to drive revenue growth and app engagement for a diverse global client base, positioning Liftoff as a key partner amid the evolving privacy landscape.
The hyper-casual mobile gaming sector experienced a notable escalation in acquisition costs during the latter half of 2022, characterized by rising median cost-per-install (CPI) rates across both Android and iOS platforms. By the fourth quarter of 2022, median CPI reached all-time highs of $0.20 on Android and $0.42 on iOS. This upward trend in acquisition spending was global, as no major market tracked by ad spend experienced a decrease in median CPI on Android, while iOS markets saw varied fluctuations, including a significant decrease in the United States and notable increases in France and Germany. Retention metrics reveal a consistent performance advantage for iOS over Android across all tiers of game quality. For the top 2% of hyper-casual titles, iOS achieved a 45% Day 1 retention rate compared to 38% on Android, with Day 7 retention figures similarly favoring iOS at 19% versus 14%. This performance gap persists among the top 25% of games and the median cohort, where iOS maintains a higher percentage of returning players. These findings underscore a widening disparity between high-performing titles and average games, emphasizing the critical importance of engagement optimization in a landscape of increasing user acquisition costs. The analysis draws upon data from over 100,000 games and one-third of the global mobile player base to establish these benchmarks. By segmenting performance by platform and geographic region, the data highlights the shifting economic landscape for developers and publishers. The findings suggest that while market saturation and rising costs present significant challenges, the ability to maintain player retention remains the primary differentiator between top-tier hyper-casual games and the broader market.
The 2021 mobile gaming landscape was defined by a transition toward creative-led advertising strategies necessitated by rising acquisition costs and shifting privacy regulations. As iOS privacy changes prompted a strategic pivot toward Android platforms, the industry experienced a 200% surge in ad creatives and a 34% year-over-year increase in CPMs on major platforms like Meta. With the United States emerging as the most expensive market at an average CPM of $28.18, advertisers increasingly prioritized data-driven optimization and regional targeting to maintain return on investment amidst a broader 5% slowdown in total advertiser market growth. While casual and puzzle games maintained the highest volume of individual advertisers globally, RPGs consistently dominated in total creative output across key regions, including Southeast Asia, Hong Kong, Macao, and Taiwan. To combat market saturation, developers shifted toward high-engagement formats, specifically vertical video ads exceeding 30 seconds and playable end cards. These creative strategies, often incorporating celebrity endorsements and real-people trailers, became essential tools for driving conversions in a competitive environment where traditional tracking methods faced significant headwinds. Looking toward future growth, the industry is increasingly focused on globalization and the refinement of hybrid monetization models. Developers are diversifying revenue streams by integrating NFTs and combining traditional in-app purchases with ad-based structures. Furthermore, the adoption of privacy-compliant user acquisition, such as early SKAN testing and AI-driven optimization, has become a prerequisite for success. As companies expand into emerging markets like the Middle East and the CIS, the combination of M&A activity, social feature integration, and sophisticated monetization frameworks will remain central to navigating the complexities of the post-privacy mobile ecosystem.