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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 report examines mobile advertising and in‑app purchase (IAP) trends across Android and iOS platforms from January 2022 through June 2023, focusing on the shift toward hybrid marketing strategies. Key findings show a 23 % rise in Android IAPs and a 24 % increase on Apple, indicating robust revenue growth for both ecosystems. Geographic analysis reveals that India, Brazil, the United States, Indonesia, and Mexico remain the top five Android install markets in both 2022 and H1 2023, while iOS installs shift from China and Japan in 2022 to Canada and Germany in H1 2023, underscoring changing regional appetites.

Ad network performance also evolved: Google Ads ascended to the top Android spot in H1 2023, overtaking AppLovin, while Meta entered the top five on both platforms. On iOS, AppLovin moved from second to first place, and Google Ads entered the top five for the first time. These shifts suggest advertisers are reallocating spend toward networks with stronger cross‑platform reach and data capabilities.

The methodology relies on anonymized Tenjin data collected between 1 January 2022 and 30 June 2023, with rankings limited to networks and countries exceeding 25 million installs. Tenjin positions itself beyond attribution, offering a data‑science platform, SKAdNetwork reporting, LTV analytics, automation APIs, and cost aggregation to support hyper‑growth for small and medium publishers. The report thus provides actionable insights into platform performance, regional dynamics, and network effectiveness for mobile marketers navigating the hybrid advertising landscape.

Global mobile usage reached a record in 2023, with users spending an average of more than five hours per day on apps and total advertising expenditure projected at $362 billion, reflecting an 18.5 % five‑year CAGR. While overall consumer spend dipped slightly in 2022, non‑gaming verticals—utilities, productivity tools, and OTT services—experienced robust growth in downloads (11 %), spend (9 %) and time‑spent (14 %). Gaming, by contrast, saw a 5 % decline in spend despite a surge to nearly 90 billion downloads, with RPGs dominating in‑app purchase revenue and hypercasual titles leading download volume. Creative sandbox games such as Roblox and Minecraft drove a 25 % rise in global playtime, whereas battle‑royale shooters fell by roughly 20 %, indicating a shift toward casual, creative experiences and age‑segmented targeting.

Social platforms continued to shape consumer spending patterns. TikTok surpassed all other non‑gaming apps with over $3 billion in 2022, achieving a 17 % year‑over‑year increase in total time spent and leading ARPU at approximately $0.85 per user; its revenue model relies heavily on high‑price in‑app purchases, while Snapchat’s earnings are largely subscription‑based. In the travel sector, airline and transportation apps such as Uber and Moovit dominated downloads across iOS and Google Play, with steady growth in North America and emerging markets like Mexico and Brazil. Sports‑focused apps remained fragmented yet profitable, driven by live‑score trackers and fan engagement platforms that generate high‑frequency usage.

Geographically, the top ten markets—China, India, the United States, Brazil, Indonesia and others—contributed the majority of downloads and spend, with pockets such as Mexico, Hong Kong and Brazil exhibiting 15–34 % year‑over‑year growth. The data underscore a continued dominance of mobile advertising, resilience of non‑gaming verticals amid economic headwinds, and the importance of diversified monetization strategies across social and gaming segments.

The casual gaming landscape in 2023 is defined by a strategic pivot from rapid user acquisition toward long-term profitability and sophisticated engagement models. While iOS acquisition costs significantly exceed those of Android at $2.23 compared to $0.63, both platforms achieve a comparable Day-7 return on ad spend of approximately 7.7%. North America remains the most expensive yet lucrative market, yielding an 8.1% return on ad spend despite a high $3.59 cost per install. Simulation games have emerged as a particularly efficient entry point for developers, maintaining the lowest acquisition costs at $0.59.

Casual titles serve as the primary engine for the broader mobile ecosystem, driving 74% of installs across all gaming categories and nearly 75% of mid-core installs. Hyper-casual and puzzle games remain the dominant traffic sources, but the industry is increasingly embracing hybridization. This trend involves layering complex meta-elements, such as narrative progression and competitive social features, over simple core mechanics. By blending ad-based and in-app purchase monetization models, developers are successfully targeting crossover audiences and extending the lifecycle of traditionally short-lived genres.

Engagement strategies now heavily rely on competitive mechanics and gameplay diversification. Approximately 90% of leading level-based titles utilize solo leaderboards, while over half incorporate team-based races, debunking the myth that casual players avoid competitive environments. Furthermore, nearly a quarter of top-grossing casual games integrate minigames, such as hidden object or board game mechanics, to refresh the user experience and lower acquisition barriers. These features collectively deepen player retention and monetization, signaling a shift toward more robust, feature-rich casual experiences that prioritize player depth over simple volume.

The global mobile app ecosystem experienced a slight contraction in early 2023, with total downloads falling 2.6% year-over-year to 35 billion. Despite this overall decline, the market remained bifurcated between Google Play’s 26.9 billion installs and the App Store’s 8.1 billion. While established giants like Meta and Google maintained their status as leading publishers, TikTok secured its eleventh consecutive quarter as the world’s top app. The gaming sector showed stability through the continued popularity of titles such as Subway Surfers and Roblox, even as broader consumer behavior shifted toward emerging technologies and new retail platforms.

The most significant growth occurred within the artificial intelligence and marketplace sectors. AI-powered productivity tools saw an explosive 378% increase in downloads and a nearly 400% surge in revenue, reaching $20 million in quarterly earnings driven primarily by U.S. demand. Simultaneously, the North American retail landscape underwent a major disruption as the Chinese shopping app Temu captured a 50% market share. Following a high-profile Super Bowl campaign, Temu surpassed Amazon in average monthly user engagement, clocking 64 minutes per user. This shift coincided with a general downturn in traditional social networking and messaging installs, though privacy-centric platforms like Telegram and short-video leaders continued to grow.

Comprehensive market intelligence across these sectors reveals a digital economy in transition, where established social media dominance is being challenged by specialized AI utilities and aggressive new e-commerce entrants. By tracking performance across major platforms including TikTok, YouTube, and Instagram, data indicates that while total volume may be cooling, high-value engagement is concentrating in specific, high-growth niches. These trends reflect a broader evolution in consumer priorities toward utility-driven AI and highly competitive, gamified shopping experiences.

The mobile gaming landscape is undergoing a fundamental shift as developers transition from hyper-casual to hybrid-casual business models. This evolution is driven by a significant downward trend in ad revenue profitability, influenced by Apple’s App Tracking Transparency framework, shifting post-pandemic user behaviors, and increased selectivity from major publishers. To maintain sustainability, developers are increasingly adopting self-publishing strategies and integrating sophisticated meta-gameplay components alongside in-app purchases to diversify revenue streams beyond traditional advertising.

Data from the 2022 calendar year reveals a cooling market for ad-centric models, characterized by declining ad impressions and effective cost per mille (eCPM) across both Android and iOS platforms. Conversely, the volume of in-app purchases grew on both operating systems, signaling a successful pivot toward hybrid monetization. Geographically, India emerged as the leader for Android installs, while the United States maintained its position as the primary market for both ad revenue and in-app purchase value across all devices.

The competitive landscape for ad networks and monetization channels shows distinct platform preferences. Apple Search Ads dominates iOS rankings for installs, retention, and lifetime value, while AppLovin and ironSource lead the Android market. AppLovin currently stands as the top monetization channel by total ad revenue on both platforms. These findings are based on anonymized data from the full 2022 period, utilizing a weighted average methodology for performance metrics and focusing on networks and regions that exceeded a threshold of 25 million installs. The analysis underscores a broader industry movement toward deeper player engagement and more complex economic structures in mobile gaming.

The launch of Starfield represents a significant evolution in Bethesda’s marketing methodology, transitioning from traditional brand-focused teasers to a sophisticated, multi-channel digital strategy. By prioritizing TikTok, Instagram, and Twitch, the campaign successfully targeted modern gaming audiences, ultimately reaching 10 million players to become the largest launch in the studio's history. A central component of this success was the strategic integration with Microsoft’s ecosystem, which emphasized immediate availability on Xbox Game Pass and utilized AI-driven cross-promotion via Bing. This approach was bolstered by hardware partnerships with companies like AMD, which bundled the game with PC components to incentivize premium edition adoption.

The financial scale of the campaign was substantial, involving a $21.2 million advertising spend in the United States, which accounted for approximately 70% to 77% of the total global marketing budget. During the critical launch window, investment pivoted heavily toward Over-the-Top media and short-form video content. While these efforts secured a top-30 all-time peak on Steam and record-breaking player counts, the title faced a complex competitive landscape. Simultaneous releases and updates for Baldur’s Gate 3 and Cyberpunk 2077 contributed to a polarized reception, reflected in a Metacritic user score of 6.6/10 despite the game's commercial dominance.

Data-driven market intelligence remains essential for navigating such competitive environments, as evidenced by the reliance on digital monitoring tools to optimize regional targeting and creative messaging. By analyzing competitor spending and platform-specific engagement, major industry entities like Activision and Electronic Arts continue to refine their strategies. The Starfield case study illustrates that while massive financial investment and platform exclusivity can drive unprecedented user acquisition, long-term sentiment is increasingly shaped by the broader market context and the specific demands of a digitally native player base.

The mobile gaming landscape in 2023 reflects a strategic pivot toward operational efficiency as developers navigate softening in-app purchase (IAP) and advertising revenues. Success currently hinges on capturing player interest within the first 14 days, a critical window where 77% of all conversions occur. To capitalize on this timeframe, monetization strategies emphasize low-friction price points between $1.01 and $5.00, with high-performing assets such as virtual currencies, limited-time bundles, and sales generating over 56% of total IAP revenue.

Beyond direct purchases, the integration of rewarded video ads and offerwalls has become essential for sustaining non-paying user bases. Strategic ad placement between levels or within game lobbies yields the highest engagement, particularly when incentivized by currency or gacha mechanics. Offerwalls, in particular, represent a significant growth lever, contributing 33% of total ad revenue for games utilizing multi-faceted monetization. These tools also serve as powerful retention drivers; players engaging with offerwalls demonstrate a 14% retention rate at Day 90, vastly outperforming the 3% rate seen among non-converters.

From a global marketing perspective, hypercasual advertising remains the most effective conversion engine across the majority of gaming genres. Advertisers are increasingly looking toward high-value Tier-2 markets, noting exceptional click-through rates for sports titles in Japan and trivia games in South Korea. Furthermore, the adoption of Custom Store Pages is emerging as a vital tactic for improving return on investment, particularly within the puzzle, casino, and lifestyle segments. These findings underscore a broader industry trend toward data-driven personalization and diversified revenue streams to maintain long-term player lifetime value.

The mobile application market entered a period of significant transition in 2023, navigating a complex landscape defined by economic volatility and evolving privacy regulations. Despite these headwinds, the industry achieved a record half-trillion dollars in combined advertising and consumer spending. While global advertising growth slowed to 14% and consumer spending experienced a marginal 2% decline, the sector demonstrated remarkable resilience through strategic adaptations. Key shifts include a rising App Tracking Transparency (ATT) opt-in rate of 29% and an increased reliance on media mix modeling and Connected TV (CTV) to optimize return on investment in a privacy-centric environment.

Sector-specific performance reveals a stark contrast between industries. Fintech and e-commerce emerged as primary growth drivers, with fintech in-app revenue surging over 90% between late 2022 and early 2023. E-commerce sessions grew by 12%, supported by record-breaking revenue peaks in late 2022. Conversely, the mobile gaming industry faced its most challenging year on record in 2022, marked by a 12% decline in installs and a 9% drop in consumer spending. However, early 2023 data indicates a nascent recovery for gaming, with installs and sessions rebounding by 10% and 11% respectively over previous averages.

The current market environment necessitates a shift from broad acquisition strategies toward long-term user retention and sophisticated measurement. As retention and "stickiness" remain persistent challenges across all verticals, developers are increasingly prioritizing reattribution campaigns, personalized onboarding, and loyalty programs. Success in the coming years depends on the adoption of advanced analytics and cross-platform insights to navigate data-privacy requirements. By leveraging these tools, stakeholders can effectively drive user acquisition and maximize lifetime value in an increasingly competitive global marketplace.

The mobile gaming landscape is undergoing a significant structural shift as developers transition from hyper-casual models toward hybrid-casual strategies. This evolution is driven by a marked decline in ad revenue profitability, influenced by the implementation of App Tracking Transparency on iOS, shifting post-pandemic user behaviors, and increased selectivity from major publishers. To maintain sustainability, developers are increasingly integrating in-app purchases and meta-gameplay components into their titles while opting for self-publishing models to retain greater control over their assets.

Data from 2022 reveals a downward trend in ad impressions and eCPMs across both Android and iOS platforms. Conversely, the volume of in-app purchases grew on both operating systems, signaling a successful pivot toward diversified monetization. Geographically, the United States remains the dominant market, ranking first for both ad revenue and in-app purchases across platforms. India emerged as the leading territory for total installs on Android, highlighting the importance of emerging markets for scale, even as monetization remains concentrated in Tier 1 regions.

The competitive landscape for ad networks and monetization channels shows distinct leaders. Apple Search Ads dominates the iOS ecosystem, securing the top position in multiple categories including retention and lifetime value. On Android, AppLovin and ironSource lead the market. AppLovin specifically stands out as the top monetization channel by total ad revenue on both operating systems. For eCPM performance, Meta Audience Network and ironSource lead on Android and iOS respectively.

These findings are based on anonymized data collected throughout the 2022 calendar year, utilizing a weighted average methodology. The analysis focuses on high-scale performance, only including countries and ad networks that exceeded a threshold of 25 million installs. This comprehensive view underscores a broader industry movement where the traditional reliance on pure advertising is being replaced by a more balanced, hybrid approach to game design and revenue generation.

The benchmark focuses on hyper‑casual mobile games during the fourth quarter of 2022, comparing performance metrics across iOS and Android and highlighting shifts from the previous quarter. Data are drawn from GameAnalytics, which tracks more than 100 000 titles and reaches roughly one‑third of the global mobile player base, providing a broad, cross‑regional view of the segment.

Cost‑per‑install (CPI) reached an all‑time high of $0.20 median on both platforms, with the overall median CPI rising to $0.42. Android’s median CPI grew by $0.05 while iOS saw a larger increase of $0.17. Among the top ten ad‑spending countries, the United States posted the highest iOS median CPI at $0.80, overtaking France and Germany, while Brazil dropped out of the ranking. South Korea and Canada recorded the steepest CPI hikes on Android, each climbing $0.06 from Q3 2022. The report covers major markets in North America, Europe, Asia‑Pacific and Latin America, reflecting a worldwide scope.

Retention benchmarks reveal a consistent advantage for iOS. In the top‑2 % of games, Day 1 retention was 45 % on iOS versus 38 % on Android, and Day 7 retention stood at 19 % versus 14 %. For the top‑25 % tier, Day 1 rates were 33 % (iOS) and 28 % (Android), with Day 7 at 10 % and 6 % respectively. Across all titles, median Day 1 retention was 24 % on iOS and 23 % on Android, while median Day 7 retention was 7 % versus 4 %. The gap between elite, good and average games is pronounced, underscoring the importance of early‑stage player engagement.

Overall, Q4 2022 saw rising acquisition costs and modest but platform‑dependent retention

The hyper-casual gaming landscape continues to evolve as developers navigate shifting attribution models and monetization strategies. Analysis of the sector reveals that advertising remains the primary revenue driver, with a heavy reliance on high-volume user acquisition and optimized ad mediation. Data from 2021 and 2022 indicates that the top-performing ad networks for hyper-casual titles are those capable of delivering massive scale at low costs per install, while simultaneously providing robust monetization tools to capture value from short-lived player lifecycles.

Geographic trends show a significant concentration of activity in established markets, though emerging regions are increasingly contributing to the global install base. The industry segments covered include both Android and iOS platforms, with a specific focus on how privacy changes have impacted attribution and marketing efficiency. Statistics suggest that while the cost of acquiring users has fluctuated, the most successful publishers are those utilizing sophisticated data analytics to balance spend across a diverse range of ad networks.

Methodological insights derived from industry benchmarks highlight the importance of real-time data processing and cross-platform tracking. By examining the performance of the top ten ad networks, it becomes clear that market leadership is defined by the ability to integrate seamlessly with attribution partners. The findings conclude that the hyper-casual market remains resilient, provided that developers adapt to the technical requirements of modern mobile advertising and maintain a rigorous focus on retention metrics and effective ad placement strategies.

Global app downloads reached 36.9 billion in the first quarter of 2022, representing a 1.4% year-over-year increase. This period marked a significant milestone for TikTok, which surpassed 3.5 billion all-time downloads to become the top global app, while Meta reclaimed its position as the leading publisher for the first time in two years. Although Google Play growth began to flatten as pandemic-era surges subsided, the mobile gaming sector showed signs of recovery with total downloads reaching 14.34 billion across both major storefronts. India remained the largest market for total downloads, while Vietnam and Pakistan emerged as high-growth regions with year-over-year increases exceeding 20%.

Market dynamics were heavily influenced by viral trends and macroeconomic shifts. The "Wordle" phenomenon revitalized the word game sub-genre, driving a 74% quarter-over-quarter increase in U.S. downloads and prompting major publishers like AppLovin and Rovio to acquire similar titles. Simultaneously, high inflation and rising fuel costs triggered a 1,500% spike in demand for gas-tracking apps like GasBuddy in the United States. In the entertainment sector, the U.S. video streaming market continued to fragment; the market share of the top three apps plummeted from 80% in 2019 to just 37% as newer platforms like HBO Max and Disney+ gained traction through major content releases and live sports.

The competitive landscape remains dominated by established giants, yet regional variations persist. While Meta and Google maintained a stronghold in Western markets, shopping apps like Shopee saw massive adoption in Asia, where Google Play shopping installs surged by 63%. In the gaming sector, Garena Free Fire maintained its global lead, particularly in Asia, while Subway Surfers experienced a notable 45% growth resurgence in Europe. These findings illustrate a maturing global app economy where growth is increasingly driven by specific regional demands, viral social trends, and shifting consumer priorities in response to economic pressures.

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.

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 report presents a quarterly benchmark of hyper‑casual mobile games, focusing on cost‑per‑install (CPI), cost‑per‑lead (CPL), and retention metrics across Android and iOS platforms. In Q4 2022, median CPL rose modestly to $0.20 on both platforms, with Android up by $0.05 and iOS up by $0.17 from Q3, reflecting a tightening cost environment for user acquisition. Median CPI reached an all‑time high of $0.42, indicating higher spending per install during the period.

Geographically, the analysis highlights top markets by ad spend. For Android, China, South Korea, and Australia remain leaders; France and the Netherlands appear as secondary markets. In iOS, the United States dominates CPI costs, followed by Japan and South Korea, with France and Germany showing notable increases. Mexico emerges as a new market experiencing CPI decline, while Brazil’s CPI rises to become the highest in its segment.

Retention benchmarks reveal platform‑specific performance. Across all game tiers—top 2 %, top 25 %, and median—the day‑1 retention rates are higher on iOS than Android, with the greatest gap observed in top 2 % games (45 % vs. 38 %). Day‑7 retention follows a similar pattern, underscoring iOS’s advantage in sustaining early player engagement for hyper‑casual titles.

Methodologically, the data derive from a sample of over 100 000 games tracked by GameAnalytics, covering Q4 2022 and comparing against Q3 benchmarks. The report’s scope spans global markets, with a focus on the most active regions for mobile advertising spend.

The global mobile ecosystem experienced significant expansion throughout 2021 and into 2022, characterized by record-breaking consumer spending of $170 billion and a projected ad spend of $336 billion. Despite initial concerns regarding privacy changes following the release of iOS 14.5, the industry demonstrated remarkable resilience as App Tracking Transparency opt-in rates reached 25% globally, far exceeding early market expectations. This growth was distributed across key verticals including fintech, e-commerce, and gaming, with mobile e-commerce sales alone reaching $3.56 trillion.

The fintech sector emerged as a primary driver of engagement, with installs and sessions rising by 34% and 53% respectively. While traditional banking and payment apps maintain the highest market share, cryptocurrency and stock trading platforms saw the most intense user activity, with session lengths nearly doubling. However, this heightened interest triggered a sharp increase in acquisition costs, with fintech eCPIs rising from $1.05 to $3.40 over the course of a year. Similarly, e-commerce apps saw a 46% surge in in-app revenue despite rising costs and declining retention, signaling a shift where users are spending more money and time per session even as new user acquisition becomes more expensive.

Mobile gaming remains the dominant force in the app economy, accounting for 52% of total consumer spend. Global game installs grew by 32%, led by the hyper-casual subvertical, though action and adventure titles commanded the highest levels of engagement and session frequency. While Day 30 retention rates for games nearly doubled to 9%, the industry faces a growing divide between high-volume downloads and long-term stickiness. As user acquisition costs continue to climb across all regions—particularly in LATAM and EMEA—the focus for developers has shifted from pure volume to maximizing lifetime value and implementing sophisticated re-engagement strategies to sustain growth in an increasingly competitive landscape.

The 2022 Mobile Ad Creative Index analyzes performance trends and benchmarks across four major mobile app verticals: gaming, e-commerce, entertainment, and finance. The report focuses on the strategic importance of ad creative excellence in a privacy-first landscape following Apple’s IDFA changes. It evaluates five primary ad formats—banners, interstitials, playables, native, and video—across both iOS and Android platforms.

The findings are based on a massive dataset spanning January 1, 2021, to January 1, 2022, encompassing 805 billion impressions, 12.6 billion clicks, and 200 million installs. Data points indicate that while Android remains more cost-effective, with iOS costs often doubling those of Android for the same formats, specific creative types offer distinct advantages. In gaming, playable ads provide the lowest cost-per-install (CPI) at $1.98, though banner ads deliver the highest return on ad spend (ROAS), reaching nearly 22% by day 30. In the e-commerce and finance sectors, banner ads emerge as the most value-driven format, offering the lowest CPIs and high install-to-action rates.

A significant portion of the analysis, supported by GameRefinery and VisualMind technology, examines player motivations. Despite the potential of tailoring creative to specific psychological drivers like "thinking and solving" or "excitement and thrill," the data reveals a massive gap in execution: only 4% of casual game video ads and less than 1% of midcore ads successfully tap into these motivations. The conclusion emphasizes that future performance marketing success depends on "hyper-localization," interactive elements like gamification for non-gaming brands, and iterative creative testing to combat ad fatigue.

The Modern Mobile Consumer 2022: App Discovery Report examines the evolving journey of mobile users from initial app discovery to daily usage and long-term engagement. The primary thesis suggests that the traditional distinction between gamers and non-gamers is increasingly obsolete, as consumer behaviors and attitudes toward advertising are remarkably consistent across different app categories. Findings indicate that mobile gaming has become a universal hobby, with 60% of non-gaming app users playing mobile games daily, tying with social media for the top usage category.

Data highlights the dominance of in-app advertising as a discovery tool, with 70% of gaming audiences and 78% of a control group reporting they have downloaded apps after seeing mobile advertisements. While most users maintain over 20 apps on their devices, the majority only engage with five to ten apps daily. To break into this limited rotation, the research suggests that video ads, app store promotions, and interactive formats are the most effective. Furthermore, rewarded ads—traditionally associated with gaming—show broad appeal, with 33% of non-gaming audiences paying more attention to ads that offer in-app incentives.

The research methodology involved a large-scale survey of 30,457 respondents conducted in April and May 2022. The sample included 18,894 consumers from gaming apps and 11,563 from non-gaming apps within the ironSource network, supplemented by a 500-person third-party control group to eliminate bias. All participants were verified adults aged 18 or older. The geographic scope is global, focusing on the broader mobile app economy. Conclusions emphasize that successful user acquisition strategies must prioritize interest-based relevance, humor, and rewarded engagement to capture the attention of the modern mobile consumer.

The global mobile application market experienced a pivotal transition in the second quarter of 2022, characterized by a 2.5% year-over-year decline in total downloads to 35 billion. While Google Play maintained the largest volume with 27.2 billion installs, the most significant development occurred within the United States, where consumer spending on non-gaming applications surpassed gaming revenue on the App Store for the first time. This shift was fueled by a 40% compound annual growth rate in subscriptions, with non-game subscription revenue soaring 129% above 2019 levels. This trend underscores a fundamental change in consumer behavior as 400 non-game titles generated over $1 million in quarterly revenue, signaling a maturation of the subscription economy.

The gaming landscape remained highly competitive, led by the resurgence of Subway Surfers, which achieved its best performance since 2014 with over 80 million downloads. While Garena Free Fire continued its dominance on Google Play, particularly in Asia, the quarter was defined by the successful entry of mid-core titles like Apex Legends Mobile and Diablo Immortal. Regional growth was most pronounced in Indonesia, which surpassed 2 billion quarterly downloads for the first time, while the U.S. market saw a resurgence in travel and ticketing sectors as consumers returned to pre-pandemic activities.

Publisher dynamics remained concentrated among established giants, with Meta and Google maintaining their global leadership. Meta saw an 11% year-over-year increase in downloads, driven by its ownership of four of the top five most-installed apps worldwide. The industry also witnessed significant consolidation and strategic shifts, notably Take-Two Interactive’s rise to the top of the U.S. gaming market following its acquisition of Zynga, and Miniclip’s acquisition of the Subway Surfers franchise. These movements, combined with the rising influence of domestic publishers in China and the U.S., illustrate a market balancing global scale with localized dominance.