{"id":16760,"date":"2025-09-15T18:45:00","date_gmt":"2025-09-15T18:45:00","guid":{"rendered":"https:\/\/innovation4world.com\/?p=16760"},"modified":"2025-09-06T19:01:23","modified_gmt":"2025-09-06T19:01:23","slug":"como-medir-resultados-en-juegos-con-metricas-simples","status":"publish","type":"post","link":"http:\/\/innovation4world.com\/en\/como-medir-resultados-en-juegos-con-metricas-simples\/","title":{"rendered":"How to measure game results with simple metrics"},"content":{"rendered":"<p><strong>measure game results<\/strong> is essential today if you create or publish mobile titles.<\/p>\n\n\n\n<p>Following the pandemic, the sector grew strongly: Android installations increased by +22% in 2021 and UA spending reached USD 14.5 billion, with the United States contributing half.<\/p>\n\n\n\n<p>Privacy changes on iOS and the shift in spending to Android force us to rethink what <em>data<\/em> you collect and how you use them. Here you will learn to connect <strong>goals<\/strong> simple with clear KPIs and practical actions.<\/p>\n\n\n\n<p>I&#039;ll show you simple metrics like CPI, DAU\/MAU, retention, and LTV, and how to interpret numbers by country, platform, and creative. You&#039;ll also see how to implement in-app events without relying on personal identifiers.<\/p>\n\n\n\n<p>This content is educational: I encourage you to compare sources and respect privacy rules. In the end, you will know how to convert <em>data<\/em> in decisions to improve your experience <em>users<\/em> and optimize the <em>game<\/em> with a <strong>analysis<\/strong> practical and responsible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction: Why measuring game results today matters more than ever<\/h2>\n\n\n\n<p><strong>Today, mobile platforms attract huge audiences and fierce competition.<\/strong> The Android install boom (+22% in 2021) and a global UA spend of $14.5 billion\u2014with the US contributing nearly half\u2014change the way you think about strategy.<\/p>\n\n\n\n<p>In front of this volume, the <em>data<\/em> and the quality of the information makes the difference. Apple limited access to the IDFA with ATT, so attribution on iOS now relies on aggregated signals like SKAdNetwork and conversion values.<\/p>\n\n\n\n<p>The guide takes you through a practical process. You&#039;ll learn how to define clear objectives, choose useful KPIs, and create dashboards that your team uses every day.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Context and challenges<\/h3>\n\n\n\n<p>You&#039;ll see how to combine probabilistic modeling, incrementality tests, and MMM to estimate impact with aggregated data. You&#039;ll also learn how to tailor information by market and platform without intrusive practices.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What you will get<\/h3>\n\n\n\n<ul>\n<li>A map from objectives to actionable KPIs.<\/li>\n\n\n\n<li>Best practices for instrumentation and analysis by stage: soft launch, scaling, live ops.<\/li>\n\n\n\n<li>Guides to interpreting limited signals and making prudent decisions.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Define high-level objectives and align KPIs with your strategy<\/h2>\n\n\n\n<p><strong>Start with clear goals<\/strong> and connect each goal to an indicator that guides a specific decision. Establishing what you&#039;re aiming for prevents you from chasing worthless numbers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SMART Goals: From Short to Long Term<\/h3>\n\n\n\n<p>Define specific, measurable, and time-bound goals. For example: <em>\u201cIncrease D7 retention from 12% to 15% in 2 sprints\u201d<\/em> either <em>\u201cImprove ARPDAU 8% in 90 days\u201d<\/em>.<\/p>\n\n\n\n<p>Separate the tactical from the strategic: stabilize initial metrics before aiming for long-term LTV.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Target mapping \u2192 indicator \u2192 decision<\/h3>\n\n\n\n<p>Map out a simple path: goal, indicator you&#039;re monitoring, and the action you&#039;ll take if it changes.<\/p>\n\n\n\n<ul>\n<li>Reduce churn \u2192 D1\/D7 retention and session length \u2192 adjust onboarding or difficulty.<\/li>\n\n\n\n<li>Drop in IPM by country \u2192 new creative or different segmentation.<\/li>\n\n\n\n<li>Feature testing \u2192 compare pre\/post data and use thresholds for rollback.<\/li>\n<\/ul>\n\n\n\n<p><strong>Measures the number of active hypotheses<\/strong> To avoid noise, organize weekly reviews with managers and deadlines. This way, you&#039;ll transform the analysis into decisions that preserve the product&#039;s value and your users&#039; experience.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Essential Acquisition Metrics: From Impressions to Useful Installs<\/h2>\n\n\n\n<p><strong>Not all installations are equal:<\/strong> You need clear metrics that connect cost and quality. Here you define CPI, CPI, and eCPM and learn how to interpret each number with practical meaning.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CPI, IPM and eCPM to evaluate traffic quality<\/h3>\n\n\n\n<p><em>CPI<\/em> is the cost per installation; use it to compare <strong>sources<\/strong> and geographies, but always weighted by retention and ROAS at window (D7, D14).<\/p>\n\n\n\n<p><em>IPM<\/em> indicates installs per thousand impressions. If it drops, review the creatives, format (video vs. playable), and platform targeting.<\/p>\n\n\n\n<p><em>eCPM<\/em> = revenue per 1,000 impressions. It helps you negotiate inventory and prioritize formats (interstitial vs. rewarded).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">NOI rate, organic conversion and K-Factor<\/h3>\n\n\n\n<p>Look at the NOI rate and organic conversion rates side by side; an organic spike after a campaign suggests a halo and real user engagement.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cCalculate the K-Factor in social functions: if it goes up, you could reduce bids without losing volume.\u201d<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">Examples by geography, platform and creatives<\/h3>\n\n\n\n<p>A high IPM in LATAM with a low CPI can offset a lower ARPU if the 7-day ROAS remains the same. Segment by creative and register variants for a good <strong>analysis<\/strong>.<\/p>\n\n\n\n<ul>\n<li>Compare sources with CPI and retention.<\/li>\n\n\n\n<li>Monitor IPM by creativity.<\/li>\n\n\n\n<li>Use eCPM for monetization decisions.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Retention, sessions, and engagement: the daily pulse of the game<\/h2>\n\n\n\n<p>The daily pulse of your product is detected in how they return and how much they play your <strong>users<\/strong>Here you&#039;ll see how to interpret DAU, MAU, and cohort retention to make quick and actionable decisions.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Chapter 9: Loyalty Metrics: How to Know if It Works?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/TqPV1ewnfbs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">DAU, MAU, and stickiness<\/h3>\n\n\n\n<p>DAU and MAU give you the active base: DAU measures daily usage; MAU, monthly audience. Calculate <strong>stickiness<\/strong> = DAU\/MAU to know what proportion returns within the month.<\/p>\n\n\n\n<p>If stickiness drops after a level change, review the difficulty or onboarding. Use these numbers to assess health and prioritize testing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Retention and churn rate per day 1\/7\/30<\/h3>\n\n\n\n<p>Measures retention by cohort: D1, D7, and D30 by country and version. Retention is the percentage of active players relative to the initial cohort.<\/p>\n\n\n\n<p>A drop in D1 usually points to issues with onboarding or how you present the first level. Churn reflects the monthly loss rate; compare the two to understand the dynamics.<\/p>\n\n\n\n<ul>\n<li><strong>Session duration:<\/strong> short sessions = friction; very long = possible fatigue.<\/li>\n\n\n\n<li>Segment the number of new vs. returning users to see if improvements affect the experience without harming monetization.<\/li>\n\n\n\n<li>Cross-reference sessions with the funnel (tutorial, first IAP, first ad viewed) to prioritize UX adjustments.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>Detect dropout spikes at specific levels and adjust progression or rewards.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Simple and effective monetization: ARPU, ARPPU, ARPDAU and LTV<\/h2>\n\n\n\n<p><strong>Monetization doesn&#039;t need complexity to be effective:<\/strong> Start with clear formulas that connect revenue to product and UA decisions.<\/p>\n\n\n\n<ul>\n<li><strong>ARPU<\/strong> = total revenue \/ users.<\/li>\n\n\n\n<li><strong>ARPPU<\/strong> = total revenue \/ paying users.<\/li>\n\n\n\n<li><strong>ARPDAU<\/strong> = total revenue \/ DAU.<\/li>\n\n\n\n<li><strong>LTV<\/strong> = ARPU \u00d7 half-life (in days or periods).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Average user income and time of first purchase<\/h3>\n\n\n\n<p>ARPU gives you a global view of the <strong>worth<\/strong> per user, but it doesn&#039;t take into account that few pay. Segment with ARPPU to see the real willingness to pay.<\/p>\n\n\n\n<p>The timing of your first purchase is key. If you&#039;re late, try soft offers on the first purchase. <em>level<\/em> or bundles that improve the user experience without putting pressure.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ROAS per time window and its responsible reading<\/h3>\n\n\n\n<p>Calculate ROAS by windows (D1, D7, D30) and compare it to projected LTV. Don&#039;t scale only by short ROAS if the recovery is <strong>long term<\/strong> gets worse.<\/p>\n\n\n\n<p>Some practical guidelines:<\/p>\n\n\n\n<ul>\n<li>Use ARPDAU for daily readings sensitive to promotions; interpret spikes with caution.<\/li>\n\n\n\n<li>Analyze the rate of paying users by source and evaluate ads if a source has good engagement but low conversion.<\/li>\n\n\n\n<li>Review daily increases or decreases and confirm whether they are due to testing, updates, or seasonality before changing your strategy.<\/li>\n<\/ul>\n\n\n\n<p><strong>Remember:<\/strong> These metrics are meant to guide you, they don&#039;t guarantee ROI. Use them in conjunction with others. <em>data<\/em> to make prudent decisions in your <em>game<\/em>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">In-app instrumentation: events, funnels, and rich parameters<\/h2>\n\n\n\n<p><strong>Well-designed events reveal where you&#039;re losing users at each stage.<\/strong> Start by mapping the key flow and record conversions between steps so you don&#039;t guess behaviors.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What events to measure by gender and size<\/h3>\n\n\n\n<p>It records basic events: completing the tutorial, completing a level, interacting with an ad, and making a purchase. In larger titles, it adds metrics such as score, time per level, and friction zone.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Conversion by stages: tutorial, key level, IAP, ads<\/h3>\n\n\n\n<ul>\n<li><strong>Flow<\/strong> Typical: tutorial \u2192 first level completed \u2192 first ad viewed \u2192 first IAP. Measure the conversion between each step.<\/li>\n\n\n\n<li>Enriching events with parameters (level, difficulty, time spent, currency spent) improves the <em>analysis<\/em> and segmentation.<\/li>\n\n\n\n<li>By genre: In Puzzle, prioritize level completion and hint use; in Social Casino, register for spins, jackpots, and VIP packages.<\/li>\n\n\n\n<li>Mark key levels as sticking points and observe if the rate of progress drops; add rewards or adjust difficulty if necessary.<\/li>\n<\/ul>\n\n\n\n<p><strong>Practical advice:<\/strong> Link rewarded events to progress to maintain user experience and convert advertising interaction into game value.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Privacy-Friendly Measurement: ATT, SKAdNetwork, and MMM<\/h2>\n\n\n\n<p>Protecting privacy doesn&#039;t prevent you from gaining useful signals for optimization. You must accept limits like ATT and adapt your strategy to match. <strong>data<\/strong> aggregates, modeling, and secure collaborations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SKAN values and post-installation windows<\/h3>\n\n\n\n<p>Plan SKAN conversion metrics that capture early signals: 24-hour retention, initial revenue, or tier progression. Document assumptions and thresholds.<\/p>\n\n\n\n<p>Adjust timers to maximize information without creating excessive postback latency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Probabilistic modeling and incrementality<\/h3>\n\n\n\n<p>Complements SKAN values with probabilistic modeling to estimate channel performance when there is no deterministic attribution.<\/p>\n\n\n\n<p>Use incrementality tests and an MMM model to measure top-down impact and redistribute budget between <em>platforms<\/em> and markets.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data Clean Rooms and good practices<\/h3>\n\n\n\n<p>Data Clean Rooms allow you to share signals with partners without exposing your data. <strong>users<\/strong>They are a practical solution for joint analysis and compliance.<\/p>\n\n\n\n<ul>\n<li>Don&#039;t rely on a single source: combine SKAN, modeling and MMM.<\/li>\n\n\n\n<li>Register and communicate the <strong>worth<\/strong> and the <em>time<\/em> of each signal.<\/li>\n\n\n\n<li>Prioritize privacy: Explain boundaries to your team and avoid promises of perfect attribution.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Your data stack: warehouse, pipelines, and MMP<\/h2>\n\n\n\n<p><strong>Your data architecture<\/strong> will determine how much you can scale without breaking the budget. Consider capacity, latency, and governance before choosing.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"768\" src=\"https:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/datos.jpeg\" alt=\"datos\" class=\"wp-image-16762\" title=\"data\" srcset=\"http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/datos.jpeg 960w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/datos-300x240.jpeg 300w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/datos-768x614.jpeg 768w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/datos-15x12.jpeg 15w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">BigQuery, Redshift, Snowflake and costs<\/h3>\n\n\n\n<p>Evaluate Google BigQuery, Amazon Redshift, Snowflake, or Oracle based on volume, cost per query, and compliance requirements. Each option offers trade-offs between price, performance, and ease of management.<\/p>\n\n\n\n<p>Plan for cold storage, date\/country partitioning, and compression to control costs at scale.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MMP and cross-platform attribution<\/h3>\n\n\n\n<p>An MMP connects campaigns with post-conversion behavior across mobile, PC, and console. This way, you consolidate events and avoid duplication between platforms.<\/p>\n\n\n\n<ul>\n<li>Design pipelines with AWS Kinesis\/Glue or Azure Data Factory and define clear event schemas.<\/li>\n\n\n\n<li>Integrate daily\/monthly active user counts with ad spend to view performance by cohort in a single dashboard.<\/li>\n\n\n\n<li>Document your data strategy so that product and UA speak the same language.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><em>Recommendation:<\/em> test small, measure consultation costs and adjust the solution.<\/p>\n<\/blockquote>\n\n\n\n<p>For practical guides on attribution and analytics in titles, see the guide <a href=\"https:\/\/www.appsflyer.com\/es\/resources\/guides\/measurement-analytics-gaming-apps\/\" target=\"_blank\" rel=\"nofollow noopener\">measurement &amp; analytics<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How to measure game results with actionable dashboards<\/h2>\n\n\n\n<p><em>Actionable dashboards transform raw data into daily tasks for your team.<\/em> A good dashboard gives you a quick overview of your health and allows you to act without wasting time.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">KPIs by view: high-level, product, UA, and monetization<\/h3>\n\n\n\n<p>Design focused views and avoid cluttering them with excess <strong>content<\/strong>Each panel must answer a specific question.<\/p>\n\n\n\n<ul>\n<li><strong>High level:<\/strong> DAU\/MAU, stickiness, total revenue and ROAS by <em>day<\/em> and country.<\/li>\n\n\n\n<li><strong>Product:<\/strong> funnel tutorial \u2192 key level \u2192 IAP\/ad, duration of <em>sessions<\/em> and cohort retention.<\/li>\n\n\n\n<li><strong>UA:<\/strong> CPI, IPM, eCPM, NOI rate, and organic contribution; add cost per result and trend.<\/li>\n\n\n\n<li><strong>Monetization:<\/strong> ARPU, ARPPU, ARPDAU, LTV and payer rate, separated by source and geography.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Early warnings: retention drops and revenue anomalies<\/h3>\n\n\n\n<p>Set statistical thresholds on your <strong>data<\/strong> to detect rapid drops or unexpected spikes.<\/p>\n\n\n\n<p>Validate false positives before acting and limit notifications to those clearly responsible.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cAlert: D7 drop &gt; 20% in a new cohort \u2014 check onboarding and tier changes.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>Prioritize panels that facilitate <strong>decisions<\/strong> and convert <strong>information<\/strong> in actions to improve your experience <strong>users<\/strong> and optimize the <strong>game<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Cohorts, segmentation and insights by user groups<\/h2>\n\n\n\n<p>Creating clear cohorts allows you to compare how different people respond. <strong>groups<\/strong> after a change. This way, you avoid random conclusions and obtain actionable signals for both the product and the UA.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Source, country, device and version<\/h3>\n\n\n\n<p>Build cohorts by installation date and by source to compare retention and ARPU <strong>day<\/strong> 7\/30 fairly.<\/p>\n\n\n\n<p>Segment by country and device to identify opportunities: markets with low CPI but good performance can scale.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pre\/post feature comparisons and effects on usage flow<\/h3>\n\n\n\n<ul>\n<li>Compare pre\/post feature over the same time range and with similar volume to isolate effects.<\/li>\n\n\n\n<li>Analyze the <strong>number of users<\/strong> by client version and decides when to force an update if a bug affects monetization.<\/li>\n\n\n\n<li>Get <strong>insights<\/strong> of <strong>average user income<\/strong> by segment to adjust local prices and offers.<\/li>\n\n\n\n<li>Check <strong>sessions<\/strong> by group (new vs. veterans) and adapts the difficulty or rewards according to behavior.<\/li>\n<\/ul>\n\n\n\n<p>Includes <em>data<\/em> of behavior and performs a <strong>analysis<\/strong> simple before scaling. This is how you turn <strong>content<\/strong> quantitative in decisions that improve the <strong>game<\/strong> and the experience of your <strong>users<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A\/B testing and controlled experiments to improve user experience<\/h2>\n\n\n\n<p>Controlled experiments are the most reliable way to turn hypotheses into action. With a responsible experimental method, you reduce risks and obtain <strong>data<\/strong> that support your <strong>decisions<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Hypothesis, sample size and success metrics<\/h3>\n\n\n\n<p>Formulate concrete hypotheses and define the <strong>metrics<\/strong> primary before launching. Example: <em>\u201cReducing difficulty from level 3 will increase D1 retention by 1 pp\u201d<\/em>.<\/p>\n\n\n\n<ul>\n<li>Calculate sample size per cohort and set a minimum duration; avoid cutting tests due to daily fluctuations.<\/li>\n\n\n\n<li>Define success metrics and guardrails to prevent ARPDAU or payer rate from worsening.<\/li>\n\n\n\n<li>Use dashboards in <em>time<\/em> real and periodic reviews to detect biases and anomalies.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Retention vs. Revenue: Trade-offs and Decisions<\/h3>\n\n\n\n<p>A more generous experience typically increases retention but can reduce average user revenue. Address this trade-off with clear goals and windows for <strong>day<\/strong> either <strong>term<\/strong>.<\/p>\n\n\n\n<p>Document each experiment and replicate it on other platforms or geographies before scaling. This way you balance the <strong>strategy<\/strong> and protect the experience of your <strong>users<\/strong>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cPrioritize tests that measure engagement, progress, and basic ROI; small changes can have a big impact.\u201d<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Game economy: sources, sinks and their impact on indicators<\/h2>\n\n\n\n<p><strong>Internal economics defines how incentives influence your users&#039; daily behavior.<\/strong> If you balance currencies and prices well, you maintain engagement and value. Otherwise, currency inflation reduces purchasing intent.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"768\" src=\"https:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/economia-juego.jpeg\" alt=\"econom\u00eda juego\" class=\"wp-image-16763\" title=\"game economy\" srcset=\"http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/economia-juego.jpeg 960w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/economia-juego-300x240.jpeg 300w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/economia-juego-768x614.jpeg 768w, http:\/\/innovation4world.com\/wp-content\/uploads\/sites\/76\/2025\/09\/economia-juego-15x12.jpeg 15w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Balance of rewards and dynamic pricing<\/h3>\n\n\n\n<p>Map the main sources: quests, daily rewards, and IAPs. Identify the sinks: purchases, fees, and crafting. Too many sources without attractive sinks devalues the game. <strong>worth<\/strong>.<\/p>\n\n\n\n<ul>\n<li>Test AI-powered dynamic pricing on small cohorts and compare retention and ARPPU.<\/li>\n\n\n\n<li>Adjust gradual rewards to avoid spikes that upset the balance.<\/li>\n\n\n\n<li>Measure daily impact after changes to prevent content inflation or burnout.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Friction signals: failing, completing, abandoning levels<\/h3>\n\n\n\n<p>Label start, fail, and complete events by level. These <em>data<\/em> They show you where users abandon or become frustrated.<\/p>\n\n\n\n<p>Links economics to engagement: Meaningful sinks like cosmetics or progression increase satisfaction without pushing purchases.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cDetects friction by level and acts quickly: small corrections maintain retention.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>Use these <strong>insights<\/strong> to adjust without breaking the user experience or game balance.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data quality, fraud and security<\/h2>\n\n\n\n<p><strong>The quality of your data defines how much you can trust the product&#039;s decisions.<\/strong> A small bias in the channeling can falsify indicators and generate wrong actions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Fraudulent installs vs. in-app fraud<\/h3>\n\n\n\n<p>There are two distinct problems. Fraudulent installs (bots, click injection) account for ~2% of gaming volume.<\/p>\n\n\n\n<p>In-app fraud is another vector: fake events and invalid purchases. On average, it affects ~11% on Android and ~13% on iOS.<\/p>\n\n\n\n<p><em>Don&#039;t expect to eliminate it completely;<\/em> Your goal is to reduce their impact and isolate reliable signals.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Anomaly detection and consistency checks<\/h3>\n\n\n\n<p>Implement controls that verify consistency between events, purchase receipts, and server activity.<\/p>\n\n\n\n<ul>\n<li><strong>Difference<\/strong> fraudulent in-app fraud installation to prioritize actions.<\/li>\n\n\n\n<li>Validates receipts by <strong>platform<\/strong> and registers rejection to adjust income.<\/li>\n\n\n\n<li>Monitor conversion rate, ARPDAU, and the number of unusual events by source.<\/li>\n\n\n\n<li>Enable anti-cheat policies and security signals on servers to reduce the impact on the community.<\/li>\n\n\n\n<li>Periodically review your sources and partners; document incidents and adjust block lists without generalizing.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cEarly detection and rapid response protect both revenue and the trust of your users.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>AI tools already help detect cheating in titles like Valorant and PUBG. It combines rules, machine learning, and manual controls for a <strong>analysis<\/strong> cash.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Differences between mobile, PC and console games in measurement<\/h2>\n\n\n\n<p>The way signals are collected and combined varies greatly between mobile, PC, and console. On mobile, measurement is typically more standard and prioritizes SDKs and MMPs. On PC and console, on the other hand, you integrate your own telemetry, stores, and platform services.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data fragmentation and cross-platform solutions<\/h3>\n\n\n\n<p><strong>A common challenge<\/strong> It&#039;s about consolidating data without invading privacy. You must unify identity by user and device using pseudo-anonymous keys and a common data model.<\/p>\n\n\n\n<p>Adjust metrics based on platform: Sessions are longer on PC, engagement varies, and concurrent user patterns can be extreme (e.g., esports events like LoL Worlds attract millions of viewers).<\/p>\n\n\n\n<ul>\n<li>Use an MMP and ETL pipelines to reconcile campaigns and conversions.<\/li>\n\n\n\n<li>Define a consistent success metric per channel and align it for the long term.<\/li>\n\n\n\n<li>Normalizes events to compare cohorts without mixing incompatible signals.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><em>\u201cConsolidating cross-platform telemetry allows you to extrapolate learnings without losing context.\u201d<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>By working this way, you can transfer insights across platforms wisely and improve the product for more users in each environment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Operational roadmap: from analysis to impact<\/h2>\n\n\n\n<p><strong>To turn analysis into impact, you need a clear and repeatable operational plan.<\/strong> A good roadmap defines who does what, when and with what <em>data<\/em>, and prevents ideas from remaining in documents.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Work rituals: weekly and quarterly reviews<\/h3>\n\n\n\n<p>Organizes <strong>job<\/strong> with fixed rhythms. Conduct weekly reviews focused on a few KPIs and active hypotheses.<\/p>\n\n\n\n<p>Hold a monthly meeting for retros and cleanup <em>data<\/em>. Each quarter defines objectives linked to <strong>long term<\/strong> and check trade-offs.<\/p>\n\n\n\n<ul>\n<li>Weekly: Quick decisions and experiment tracking.<\/li>\n\n\n\n<li>Monthly: pipeline cleanup and backlog prioritization.<\/li>\n\n\n\n<li>Quarterly: objectives, budget and strategy adjustments.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">From insight to action: prioritization and monitoring<\/h3>\n\n\n\n<p>Turn an insight into a concrete task. Follow this flow: insight \u2192 experiment \u2192 decision \u2192 deployment \u2192 post-measurement.<\/p>\n\n\n\n<p>Maintain a backlog prioritized by impact and effort. Define clear responsibilities and deadlines for each item and avoid unmanaged task pile-ups.<\/p>\n\n\n\n<ol>\n<li>Assign a number and owner to each share.<\/li>\n\n\n\n<li>Define success metrics and window of <em>term<\/em>.<\/li>\n\n\n\n<li>Document learnings and share with teams to improve flow.<\/li>\n<\/ol>\n\n\n\n<p><strong>Practical advice:<\/strong> Integrate dashboards into reviews and run continuous A\/B tests under the discipline of live ops. If you want to see another approach to the roadmap, check out this one. <a href=\"https:\/\/es.linkedin.com\/pulse\/retro-roadmap-planificaci%C3%B3n-inversa-para-lograr-en-gtm-sanmartin--spcuf\" target=\"_blank\" rel=\"nofollow noopener\">reverse roadmap<\/a>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cClose the loop: Don&#039;t just analyze; prioritize, test, and deploy with those responsible.\u201d<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p><strong>The combination of creative intuition and clear metrics drives consistent growth.<\/strong> When you combine creativity and analysis, you make decisions that improve the <em>experience<\/em> without losing focus.<\/p>\n\n\n\n<p>Use <strong>data<\/strong> Practical solutions and pipelines (warehouses, MMPs) alongside methodologies such as MMM and incrementality to make decisions with fewer granular signals. This way, you integrate reliable information and reduce uncertainty.<\/p>\n\n\n\n<p>Design with the mindset <strong>long term<\/strong>: Healthy retention, balanced economy, and prudent steps toward success. Protect your <strong>users<\/strong> and the <strong>game<\/strong> respecting rules and privacy.<\/p>\n\n\n\n<p>Explore trends responsibly. Compare figures, validate sources, and turn that content into actions that sustain growth and trust in your product and your community.<\/p>","protected":false},"excerpt":{"rendered":"<p>medir resultados juegos es hoy esencial si creas o publicas t\u00edtulos m\u00f3viles. Tras la pandemia el sector creci\u00f3 con fuerza: instalaciones Android subieron +22% en 2021 y el gasto en UA alcanz\u00f3 14.500 millones USD, con Estados Unidos aportando la mitad. Los cambios de privacidad en iOS y el desplazamiento del gasto hacia Android obligan [&hellip;]<\/p>","protected":false},"author":50,"featured_media":16761,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[778,781,783,782,780,779],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v18.7 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>C\u00f3mo medir resultados en juegos con m\u00e9tricas simples<\/title>\n<meta name=\"description\" content=\"Descubre c\u00f3mo medir resultados juegos de manera efectiva. 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