Skip to main content

Game Development

199 documents·88 publishers

Documents

Page 1
Report72 pages

Cyprus Video Game Industry Report 2025

Cyprus has emerged as the world’s most efficient video game development ecosystem, functioning as a critical hub within the $263.7 billion global gaming market. By 2025, the island’s industry comprised over 400 companies and a workforce exceeding 4,300 employees, contributing approximately €1.15 billion directly to the national GDP. This rapid expansion, which saw the number of firms more than double between 2019 and 2024, is underpinned by a mobile-first strategy, a favorable IP Box tax regime, and a high concentration of mobile game installs per capita. Despite its small population, Cyprus ranks third globally in mobile downloads and eleventh in mobile in-app revenue, reflecting a mature, export-oriented sector.

The ecosystem’s financial health is characterized by significant capital activity, including €2.76 billion in M&A and €137 million in equity funding between 2020 and 2025. A unique feature of this landscape is the prevalence of user-acquisition financing, which provided €128.3 million in non-dilutive capital in 2025, allowing studios to maintain agility. Furthermore, Cyprus-based developers are at the forefront of the industry-wide shift toward direct-to-consumer (D2C) sales models. By bypassing traditional platform fees and securing direct access to player data, these studios have gained a distinct competitive advantage in an increasingly saturated global market that now prioritizes profitability and player relationship management over rapid, unchecked expansion.

Despite these successes, the industry faces structural challenges regarding long-term sustainability. While the tax framework is highly competitive for established studios, there is a notable deficit in dedicated early-stage grants and seed funding for startups. Additionally, the talent pipeline remains a bottleneck; although the nation hosts a large student population, the annual output of graduates specifically trained for game development is insufficient to meet current demand. Future growth will depend on closing these funding and educational gaps, as exemplified by upcoming initiatives like the 2026 Plug&Play accelerator, which aim to solidify Cyprus’s position as a premier global gaming destination.

  • By 2025, Cyprus's video game industry became a critical global hub, comprising over 400 companies and 4,300 employees, contributing approximately €1.15 billion directly to the national GDP.
  • The industry's rapid expansion, with firms more than doubling between 2019 and 2024, is driven by a mobile-first strategy, a favorable IP Box tax regime, and high mobile game installs per capita.
  • Cyprus ranks third globally in mobile downloads and eleventh in mobile in-app revenue, reflecting a mature, export-oriented sector.
  • The ecosystem's financial health is strong, with €2.76 billion in M&A and €137 million in equity funding between 2020 and 2025, alongside €128.3 million in user-acquisition financing in 2025.
  • Cyprus-based developers are leading the shift to direct-to-consumer (D2C) sales models, gaining competitive advantage by bypassing platform fees and accessing player data.
+1
Cyprus Game Makers Association
Page 1
Report33 pages

Annual Report of the German Games Industry 2023

The German games industry demonstrated remarkable resilience throughout 2022, maintaining a stable market valuation of 9.87 billion euros despite global economic headwinds, inflationary pressures, and hardware supply constraints. This performance represents a 1% growth rate, bucking international trends of market decline. The sector’s expansion is further evidenced by a 15.5% increase in the number of companies and a 7% rise in the workforce over the past year. Mobile gaming continues to dominate revenue streams, while digital distribution has solidified its position as the primary purchasing method for PC users and younger demographics.

Despite this growth, the industry faces structural challenges that threaten its long-term international competitiveness. A critical shortage of skilled labor in programming, technical art, and production persists, exacerbated by bureaucratic hurdles that impede the recruitment of international talent. Furthermore, the intermittent availability of federal funding has created an environment of instability, hindering strategic planning. To address these issues, the industry is advocating for a transition toward tax-based incentives, improved educational standards, and the establishment of specialized academic institutions to foster domestic expertise.

Beyond economic metrics, the sector is increasingly focused on professionalizing its ecosystem and enhancing its global footprint. Events such as Gamescom and the devcom Developer Conference have reinforced Germany’s status as a central hub for digital innovation, attracting significant international attention and political engagement. Simultaneously, the industry is prioritizing sustainability through climate-neutral initiatives and strengthening youth protection frameworks to ensure a safe gaming environment. By aligning advocacy efforts with a commitment to diversity and educational outreach, the German games sector aims to secure its position as a leading global player in the digital economy.

  • The German games market remained resilient in 2022 with a valuation of 9.87 billion euros, achieving 1% growth despite global economic pressures.
  • The industry saw significant structural expansion, marked by a 15.5% increase in the number of companies and a 7% rise in the total workforce.
  • Mobile gaming remains the primary revenue driver, while digital distribution has become the standard purchasing method for PC users and younger demographics.
  • A persistent shortage of skilled labor in programming, technical art, and production is currently hindering the industry's long-term international competitiveness.
  • Industry advocates are pushing for a shift from intermittent federal funding to a more stable system of tax-based incentives to improve strategic planning.
+1
game – Verband der deutschen Games-Branche e. V.
Page 1
Whitepaper24 pages

A Deep Dive into Deep Links: The All-in-One Handbook for Mobile App Marketers, Developers, and Product Managers

Deep linking serves as a foundational strategy for mobile growth, functioning as a critical mechanism to bridge the gap between web and app environments. By directing users to specific in-app content rather than generic landing pages, this approach effectively minimizes friction throughout the user funnel. The primary thesis posits that a robust, standardized linking infrastructure is essential for modern mobile marketing, as it directly correlates with higher activation, improved retention rates, and more precise attribution across diverse digital touchpoints.

The current landscape of mobile marketing faces significant technical fragmentation, exacerbated by the recent deprecation of legacy services like Google’s Firebase Dynamic Links. To address these challenges, centralized solutions such as Adjust’s TrueLink provide a scalable framework for managing direct, deferred, and contextual links. These tools enable automated link generation and sophisticated cross-platform routing, ensuring that user journeys remain uninterrupted whether they originate on mobile, desktop, or connected television environments. By standardizing these interactions, organizations can maintain consistent performance and data integrity across the entire ecosystem.

These strategies are particularly impactful within high-growth verticals such as e-commerce, gaming, and finance, where the quality of the initial user experience dictates long-term engagement. Data indicates that implementing comprehensive linking platforms not only streamlines the transition for brands migrating from deprecated services but also enhances the granular measurement capabilities required for data-driven decision-making. Ultimately, the integration of a unified linking architecture is a prerequisite for scaling app growth, as it transforms fragmented traffic sources into cohesive, high-converting user experiences that support sustained business objectives.

  • Deep linking significantly improves app performance, with CleverTap data showing that users attributed to deep links achieve 81% higher activation rates, 2.5x higher retention rates, and 2x higher conversion rates compared to those using standard links.
  • Deep linking technology functions by routing users directly to specific in-app content or screens upon clicking an ad or link, utilizing standards such as Apple Universal Links, Android App Links, and URI schemes.
  • Deferred deep linking drives user acquisition by directing individuals who have not yet installed the app to the appropriate app store landing page, thereby reducing friction in the installation process.
  • Modern deep linking solutions like Adjust's TrueLink provide comprehensive management features, including branded short links, localized landing pages in 11 languages, and automated UTM tag translation for unified campaign measurement.
  • Deep linking supports diverse marketing use cases across verticals, such as enabling level-specific gaming campaigns, offline-to-app transitions via QR codes, and personalized re-engagement through push notifications.
+2
Adjust
Page 1
Report98 pages

La Industria del Videojuego en España: Anuario 2025

The Spanish video game industry in 2025 stands as a vital cultural and technological pillar, characterized by a maturing ecosystem that balances robust consumer engagement with complex economic and regulatory challenges. With a player base of 22.8 million individuals—spanning demographics up to 75 years of age—the sector generated 2.293 billion euros in revenue. While this represents a 3.2% decline compared to the previous year, largely attributed to a contraction in digital content spending, the market remains dominated by digital sales, which account for 61.9% of total revenue. Mobile devices lead platform preference with 18 million users, followed by consoles and PC, with an average weekly playtime of over eight hours.

Strategic growth is currently driven by international expansion, the integration of specialized academic training, and a focus on niche-oriented development. Initiatives such as the DEVIUM platform and collaborations between global publishers and local studios underscore a commitment to professionalizing the workforce and bridging the gap between emerging talent and industry requirements. Furthermore, the sector is actively navigating the ethical and legal implications of generative artificial intelligence, emphasizing the necessity of human-in-the-loop protocols to protect intellectual property and maintain the long-term capital value of creative assets.

Beyond economic metrics, the industry is prioritizing social responsibility and digital literacy. Through programs like The Good Gamer and PlayEquall, stakeholders are promoting inclusive gaming environments, accessibility, and the integration of video games into educational frameworks. As the sector faces an increasingly stringent European regulatory landscape regarding monetization and child protection, it continues to advocate for institutional support modeled after successful international frameworks, such as those in the United Kingdom and South Korea. By leveraging standardized data analytics and fostering public-private partnerships, the Spanish industry aims to solidify its position as a strategic, sustainable, and innovative contributor to the national economy.

  • The Spanish video game industry generated 2.293 billion euros in 2025, a 3.2% year-over-year decline driven by a contraction in digital content spending.
  • Digital sales remain the primary revenue driver, accounting for 61.9% of total market income.
  • The sector serves a player base of 22.8 million people, with mobile devices being the most popular platform, reaching 18 million users.
  • Average weekly playtime across the Spanish market exceeds eight hours, with a demographic reach extending up to 75 years of age.
  • Industry stakeholders are prioritizing the implementation of human-in-the-loop protocols for generative AI to protect intellectual property and creative asset value.
+1
AEVI
Page 1
Report104 pages

State of the Polish Video Game Industry: 2017

The Polish video game industry has matured into a globally recognized sector, characterized by a robust ecosystem of over 300 studios and a growing presence on the Warsaw Stock Exchange. While the industry experienced a temporary revenue dip in 2016 following a record-breaking 2015, it remains a vital component of the national economy, supported by institutional initiatives like the GameINN program. The sector’s primary thesis centers on its successful transition from a local market to a global powerhouse, driven by high-profile AAA titles and a burgeoning mobile development scene that increasingly targets international audiences.

Market dynamics within Poland reflect broader global trends, including a decisive shift toward digital distribution and the dominance of mobile platforms, which now account for nearly half of the domestic market value. While physical media remains resilient due to console adoption, consumer behavior is evolving toward Free-to-Play models and microtransactions. Despite this growth, the industry faces structural challenges, including a significant talent shortage for specialized roles like programming and design, as well as bureaucratic hurdles and complex tax laws. Employers report that recent university graduates often lack the practical skills required for immediate integration, forcing firms to seek foreign talent despite logistical difficulties.

Looking ahead, the industry is navigating the experimental stages of VR and AR while solidifying its status as a hub for eSports. Although Polish developers are increasingly competitive, they must contend with stiff international pressure from German and Asian firms. To sustain long-term growth, the sector is prioritizing "Games as a Service" models to mitigate piracy and enhance player engagement. Ultimately, the industry’s trajectory is defined by a move toward professionalization, where success is increasingly contingent upon effective brand management, international partnerships, and the ability to overcome domestic infrastructure and payment-trust limitations.

  • The Polish video game industry comprises over 300 studios and has successfully transitioned from a local market to a global powerhouse driven by AAA titles and international mobile development.
  • Mobile platforms now account for nearly half of the domestic market value, reflecting a broader consumer shift toward digital distribution, Free-to-Play models, and microtransactions.
  • The sector faces a critical talent shortage for specialized programming and design roles, as university graduates often lack the practical skills required for immediate industry integration.
  • Institutional support, such as the GameINN program, remains a vital component for the industry, which maintains a significant presence on the Warsaw Stock Exchange despite a revenue dip in 2016 following a record 2015.
  • To ensure long-term growth and combat piracy, developers are increasingly prioritizing 'Games as a Service' models to enhance player engagement.
+1
Polish Games Association
Page 1
Report1 pages

Stowarzyszenie Polskie Gry: Member Overview

The Polish video game industry is represented by two primary organizations established in 2015: Stowarzyszenie Polskie Gry (SPG) and Fundacja Indie Games Polska (IGP). SPG focuses on the country’s largest developers, such as CD Projekt, Techland, and 11 bit studios, aiming to enhance the international competitiveness of the sector through research and development initiatives like the GameINN program. Conversely, IGP serves as the representative body for micro and small independent developers, focusing on promotional activities, industry networking, and professional development through conferences and seminars.

The sector has experienced significant growth, with the value of domestic game production exceeding 1 billion PLN in 2015. This expansion mirrors global trends, where the video game market has reached an estimated value of 99.6 billion USD, rivaling the film industry in both cultural impact and economic contribution. Countries that provide robust institutional support, such as Canada, the United States, and the United Kingdom, have successfully leveraged this industry to foster scientific and infrastructural development, resulting in billions of dollars in annual gross value added.

These organizations collectively advocate for the interests of Polish game developers, particularly regarding legislative changes and the need for a unified voice in national and international forums. By bridging the gap between large-scale commercial studios and independent creators, these entities seek to sustain the momentum of a sector that has become a source of national pride, attracting significant investor interest and earning prestigious global accolades. The collaborative efforts of SPG and IGP are intended to ensure the continued professionalization and strategic growth of the Polish gaming ecosystem.

  • The Polish video game industry is supported by two primary organizations established in 2015: Stowarzyszenie Polskie Gry (SPG), representing major studios like CD Projekt, Techland, and 11 bit studios, and Fundacja Indie Games Polska (IGP), which supports micro and small independent developers.
  • Domestic game production in Poland exceeded 1 billion PLN in value as of 2015.
  • The global video game market has reached an estimated value of 99.6 billion USD, positioning it as a significant economic and cultural rival to the film industry.
  • SPG focuses on enhancing international competitiveness through R&D initiatives such as the GameINN program, while IGP prioritizes networking, professional development, and promotional activities.
  • Institutional support models from countries like Canada, the US, and the UK serve as benchmarks for Poland to leverage the gaming sector for scientific and infrastructural development.
Stowarzyszenie Polskie Gry
Page 1
Report6 pages

The Alumni Effect: Studios Founded by Ex-Activision, Blizzard, and King Employees

The analysis examines venture capital activity directed toward studios founded by former Activision Blizzard employees between 2020 and 2024. It identifies 30 such startups that secured a total of approximately $0.7 billion across 45 VC‑led funding rounds, compared with 27 alumni studios from Riot Games that raised $0.5 billion in 38 rounds. Funding is concentrated in early‑stage rounds, with an average check size of $15.8 million for ex‑Activision studios versus $13.1 million for ex‑Riot ventures, and a notable skew toward PC & console and multiplatform projects. Web3 gaming represents a smaller share of the portfolio.

The study highlights a “first‑round momentum” effect: ex‑Activision studios are roughly twice as likely to secure a second round of financing within the same calendar year as other VC‑backed gaming startups. In 2021, 43 % of ex‑Activision studios raised a subsequent round versus only 9 % of peers; by 2023 the gap narrowed to 33 % versus 8 %. This pattern suggests stronger investor confidence in alumni teams during the 2021‑2022 peak.

Key investors include gaming‑focused funds such as GRIFFIN, PARTNERS COLLECTIVE, and SSSU, which together accounted for more than half of the capital deployed. Notable portfolio companies include Mythical Games (Series C, $262 million), Second Enap (Series B, $100 million), and TheoryCraft (Series A, $87.5 million). While many projects remain in development, releases such as Marvel Snap and Stormgate demonstrate commercial viability, whereas titles like Lightforge’s Project O.R.C.S. were shut down due to lack of traction.

Overall, the report underscores a robust investment climate for studios led by former Activision Blizzard talent, driven by early‑stage funding success and a higher likelihood of follow‑on rounds compared to broader gaming startup cohorts.

  • Between 2020 and 2024, 30 studios founded by former Activision Blizzard employees secured approximately $0.7 billion in venture capital across 45 funding rounds.
  • Ex-Activision studios demonstrate a 'first-round momentum' effect, being roughly four times more likely than peer startups to secure a second round of financing within the same calendar year.
  • Investor confidence in alumni teams peaked in 2021, when 43% of ex-Activision studios raised a subsequent round compared to only 9% of broader gaming startups.
  • Funding for ex-Activision alumni is primarily concentrated in early-stage rounds for PC, console, and multiplatform projects, with an average check size of $15.8 million.
  • GRIFFIN, PARTNERS COLLECTIVE, and SSSU are the primary investors in this sector, collectively deploying more than 50% of the total capital.
+2
InvestGame
Page 1
Report19 pages

How Developers Are Using Generative AI to Create a New Generation of Games

The study demonstrates that generative AI is reshaping game development across the United States, South Korea, Norway, Finland, and Sweden. Surveying 615 developers in late June‑early July 2025, it finds that 97 % believe AI is transforming the industry and 90 % already use it in their work. Key impacts include streamlining repetitive tasks, accelerating play‑testing and localization, improving code generation, and enabling dynamic balancing. AI agents are emerging as a new trend; 44 % deploy them for content optimization, 38 % for dynamic gameplay tuning, and another 38 % for in‑game coaching. These agents leverage multimodal inputs to create responsive NPCs, adaptive difficulty, and personalized tutorials, thereby raising player expectations—89 % of respondents report that gamers now demand smarter, more adaptive experiences.

The survey highlights both opportunities and challenges. While 94 % anticipate long‑term cost reductions, 25 % struggle to measure ROI and 24 % cite limited training data. Intellectual‑property concerns dominate, with 63 % worried about data ownership and 32 % uncertain over licensing of AI‑generated content. Despite these risks, developers see AI as a catalyst for new business models and creative horizons, such as emergent gameplay and real‑time world changes. Best practices identified include starting small, aligning AI with creative vision, investing in talent, and establishing clear success metrics. Overall, the findings suggest a rapidly expanding role for generative AI that promises greater efficiency, democratization of development tools, and richer player experiences while underscoring the need for careful governance around IP and data privacy.

  • Generative AI adoption is near-universal, with 97% of 615 surveyed developers believing it is transforming the industry and 90% already integrating it into their workflows.
  • AI agents are becoming a core development pillar, with 44% of developers using them for content optimization and 38% each for dynamic gameplay tuning and in-game coaching.
  • Player expectations are shifting rapidly, as 89% of developers report that gamers now explicitly demand smarter, more adaptive, and personalized gaming experiences.
  • Intellectual property remains a significant barrier to adoption, with 63% of developers expressing concern over data ownership and 32% citing uncertainty regarding AI content licensing.
  • While 94% of developers anticipate long-term cost reductions from AI integration, 25% currently struggle to quantify the return on investment for these technologies.
+1
InvestGame
Page 1
Report11 pages

Game Data: Building vs Buying

The document evaluates the trade‑offs between building an in‑house data pipeline and purchasing a third‑party solution for game analytics, using GameAnalytics’ PipelineIQ Pro as the primary example. It argues that while custom pipelines offer full control, they demand significant upfront investment in infrastructure, skilled personnel, and ongoing maintenance. The cost of hiring a data team—engineers, scientists, analysts—and cloud services (ingestion, storage, query, visualization) can reach nearly $50 k per month for a mid‑size studio with 5 million MAU, with human capital accounting for 89 % of the expense. In contrast, a vendor‑managed pipeline costs approximately $5.9 k per month, with the same headcount but lower operational overhead; human capital represents 78 % of that budget. The analysis highlights additional benefits of third‑party solutions, such as standardized event schemas, economies of scale in storage, rapid deployment (hours to days versus months), scalability without knowledge silos, and delegated privacy compliance. Methodologically, the comparison uses a hypothetical studio scenario to calculate total cost of ownership (TCO), breaking down monthly allocations into human, storage, query, and visualization costs. Geographic scope is global, with no regional restrictions noted; the time frame covers current market conditions and projected growth. The conclusion favors purchasing a proven pipeline for studios that lack the resources or urgency to build internally, citing lower TCO, faster time‑to‑insight, and reduced risk of technical debt.

  • Building an in-house data pipeline for a studio with 5 million MAU costs approximately $50,000 per month, compared to $5,900 per month for a third-party solution like GameAnalytics’ PipelineIQ Pro.
  • Human capital is the primary cost driver for both approaches, accounting for 89% of the budget for in-house builds and 78% for vendor-managed pipelines.
  • Third-party solutions offer significantly faster deployment timelines, ranging from hours to days, whereas custom in-house pipelines typically require months to implement.
  • Purchasing a proven pipeline reduces the risk of technical debt and eliminates knowledge silos that often occur when studios rely on internal engineering teams to maintain custom infrastructure.
  • Vendor-managed solutions provide operational advantages including standardized event schemas, economies of scale in storage, and delegated responsibility for privacy compliance.
+1
InvestGame
Page 1
Report23 pages

Game Analytics 100: The Retention Curve

The analysis demonstrates that player retention in mobile games can be accurately modeled with a power‑law curve, expressed either as \(r(n)=a\,b^n\) or \(r(n)=a\,n^{b}\). By fitting the curve to a limited set of cohort data—typically day‑1, day‑3, and day‑7 retention—analysts can derive the parameters \(a\) (initial retention level) and \(b\) (decay exponent). Excel’s LINEST function on logged values provides a straightforward method for estimating these coefficients, yielding representative curves such as \(r(n)=0.396\,n^{-0.472}\).

Once fitted, the curve serves multiple forecasting purposes. It predicts daily active users for any future day through a recurrence relation that incorporates the retention rate and cumulative DAU. It also enables calculation of player duration by summing \(r(n)\) over time, which feeds directly into lifetime value (LTV) estimates. For instance, with an average revenue per daily active user of \$1.00, the model projects LTV90 around 7.65 and LTV180 near 10.17, illustrating how early retention translates into long‑term monetization.

The methodology extends to benchmarking against industry standards. By comparing a studio’s day‑1, day‑7, day‑30, and day‑90 retention figures to genre‑specific percentiles provided by GameAnalytics, developers can identify performance gaps and prioritize optimization efforts. The approach is applicable across mobile game segments worldwide and covers the entire post‑install period, offering a scalable tool for forecasting, monetization planning, and competitive analysis.

  • Mobile game retention follows a predictable power-law curve, modeled as r(n)=an^b, which allows analysts to forecast long-term player behavior using only day-1, day-3, and day-7 cohort data.
  • Fitting retention curves enables precise lifetime value (LTV) projections; for example, an average revenue of $1.00 per daily active user results in an LTV90 of 7.65 and an LTV180 of 10.17.
  • Analysts can derive the initial retention level (a) and decay exponent (b) by applying the LINEST function to logged cohort values in Excel, yielding representative curves such as r(n)=0.396n^-0.472.
  • The retention model facilitates accurate daily active user (DAU) forecasting by applying a recurrence relation to the calculated retention rates and cumulative DAU figures.
  • Developers can identify performance gaps by benchmarking their day-1, day-7, day-30, and day-90 retention metrics against genre-specific percentiles provided by GameAnalytics.
+2
East Side Games
Page 1
Report20 pages

A Shortcut to Your Own Game Insights Platform

The guide presents a turnkey solution for game studios to build an in‑house data pipeline without the high costs of custom engineering. It introduces two core offerings: Player Warehouse, a pre‑aggregated data hub delivered in SQL or Parquet to BigQuery, Redshift, Snowflake, or Spark; and Raw Export, a real‑time JSON stream that preserves all custom event fields for unstructured analysis. The document emphasizes that these services eliminate the need for proprietary SDKs, ETL development, and ongoing infrastructure maintenance, offering a cost‑effective alternative to building a data lake from scratch.

Key findings highlight that Player Warehouse provides daily refreshed event and player‑level tables, enabling analysts to run advanced SQL queries, blend data from mediation or attribution sources, and retain up to one year of historical data. Raw Export supports real‑time analytics, custom dashboards, and long‑term enrichment through AWS S3 or BigQuery exports. The guide cites case studies—such as a VR MMO that leveraged Player Warehouse to boost engagement and a publisher that increased LTV by 50% across 19 titles using Raw Export—illustrating tangible ROI gains.

The scope covers global game studios, with examples from iOS, Android, Steam, and VR platforms. Timeframes referenced include daily updates for Player Warehouse and real‑time streaming for Raw Export, while the data pipeline supports integration with major BI tools (Looker, Power BI, Data Studio) and mediation/attribution services. Methodologically, the platform handles data ingestion via SDKs, normalizes events, and stores them in a cloud warehouse, abstracting SQL handling from end users. The document concludes by positioning GameAnalytics as a privacy‑first, ISO‑27001 and SOC 2 compliant partner that delivers rapid deployment—hours rather than months—for studios seeking scalable, customizable analytics.

  • GameAnalytics provides a turnkey data pipeline that eliminates the need for custom ETL development, proprietary SDKs, and ongoing infrastructure maintenance.
  • The platform offers two primary data delivery methods: Player Warehouse for daily refreshed, SQL-ready event tables and Raw Export for real-time JSON streaming.
  • A publisher utilizing Raw Export achieved a 50% increase in lifetime value (LTV) across 19 titles, while a VR MMO leveraged Player Warehouse to improve player engagement.
  • The solution integrates with major BI tools like Looker, Power BI, and Data Studio, and supports data blending from external mediation and attribution sources.
  • Player Warehouse supports up to one year of historical data retention and delivers data directly to BigQuery, Redshift, Snowflake, or Spark.
+1
InvestGame
Page 1
Whitepaper10 pages

Your Data Tracking Plan: A Step-by-Step Guide for GameAnalytics

GameAnalytics presents a structured framework for designing and implementing data tracking within games, emphasizing the creation of a comprehensive tracking plan that aligns analytics teams with development stakeholders. The guide outlines five sequential steps: first, brainstorming core questions about player behavior and business objectives; second, translating those questions into specific events using predefined categories such as Session, Business, Resource, Progression, Error, Ads, and Impression; third, defining dimensions and attributes to contextualize events with user identifiers, device details, and custom fields; fourth, integrating the plan through GameAnalytics SDKs tailored to various platforms; and fifth, maintaining an iterative process that revisits questions and updates events as the game evolves. Key recommendations include limiting custom events to a maximum of 50 unique identifiers, adopting a Category > Sub‑Action framework for clarity, and ensuring rigorous validation to avoid duplicate or misleading data. The document stresses the importance of consistent documentation, ownership assignment, and cross‑functional collaboration to prevent redundant data collection and maintain analytical integrity. By following this step‑by‑step methodology, developers can establish a reliable data pipeline that supports accurate KPI measurement and informed decision‑making throughout the game’s lifecycle.

  • Establish a structured tracking plan by aligning business objectives and player behavior questions with seven predefined event categories: Session, Business, Resource, Progression, Error, Ads, and Impression.
  • Limit custom events to a maximum of 50 unique identifiers to maintain data integrity and prevent system clutter.
  • Adopt a consistent Category > Sub-Action naming framework to ensure clarity and prevent redundant or misleading data collection.
  • Contextualize all events by defining specific dimensions and attributes, including user identifiers, device details, and custom fields.
  • Assign clear ownership and maintain rigorous validation processes to ensure the analytical pipeline remains accurate throughout the game's lifecycle.
+1
GameAnalytics

Publishers

Related Topics