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Mobile F2P UA Economics Copilot
Build a SaaS dashboard that gives small mobile game studios a clear view of whether acquisition spend is sustainable, using retention, payer conversion, ARPPU, ROAS, and payback modeling. The product should go beyond analytics by flagging unsafe campaigns early and recommending spend cuts, creative changes, or monetization fixes.
Por que isso importa
You are a small studio spending real money to buy players, but every install feels expensive and every month of delayed payback increases stress. You can see top-line ROAS, yet it is hard to tell whether weak week-three retention, low payer conversion, or poor offer design is the true reason profitability keeps slipping away. Generic analytics show charts, but they do not answer the question you actually care about: should you scale, pause, or redesign. Without a dedicated growth specialist, you end up making risky spend decisions with partial data and slow feedback loops.
- · Feito para Indie and small game studios running paid acquisition for mobile free-to-play titles without a dedicated growth analyst..
- · Monetização mais provável: SaaS subscription.
A Dor · Narrativa
You are a small studio spending real money to buy players, but every install feels expensive and every month of delayed payback increases stress. You can see top-line ROAS, yet it is hard to tell whether weak week-three retention, low payer conversion, or poor offer design is the true reason profitability keeps slipping away. Generic analytics show charts, but they do not answer the question you actually care about: should you scale, pause, or redesign. Without a dedicated growth specialist, you end up making risky spend decisions with partial data and slow feedback loops.
Detalhe da pontuação
Sinal de Mercado
Go-to-Market
Founders or product leads at 2-20 person studios with at least one live mobile F2P game and ongoing paid acquisition.
~3K-10K realistic initial buyers globally
SEO long-tail
$149/month
10 paying studios connecting ad and revenue data within 30 days of launch
Escopo do MVP · 1–2 semanas
- Define a canonical metric schema for CPI, D1/D7/D30 retention, payer conversion, ARPPU, ROAS, and payback days
- Build CSV upload flows for ad spend and game revenue exports
- Create a simple dashboard with profitability and payback charts by campaign and country
- Add configurable thresholds such as maximum CPI and target payback window
- Interview 5 small studio operators and validate the most-used spreadsheet views
- Add rule-based alerts that mark campaigns as scale, hold, or cut
- Implement a scenario simulator for changing retention, conversion, and ARPPU inputs
- Ship one-click benchmark comparison against common mobile F2P target ranges
- Add weekly email summaries with top risks and suggested actions
- Pilot with 3 studios using live data and refine alert wording based on trust and usefulness
Diferenciação
Por que isso pode falhar
Auto-refutação — o sinal de confiança mais importante
- 1Studios with meaningful budgets may already have custom BI and see no need for a specialized overlay.
- 2The recommendation engine may be too simplistic if it cannot account for title-specific economies and attribution noise.
- 3The addressable market is limited if many indies abandon mobile F2P rather than optimize within it.
Resumo das evidências
Como a IA sintetizou este insight — sem citações literais
The discussion repeatedly centers on acquisition economics rather than pure game quality. Roughly half the comments reference install costs, payback windows, campaign setup, or the absence of dedicated marketing expertise. Several participants use concrete financial thresholds, showing that buyers think in ROI terms and would value software that improves spending decisions.
Plano de Ação
Valide esta oportunidade antes de escrever código
Próximo Passo Recomendado
Construir
Sinais de demanda fortes. Há dor real e disposição a pagar — comece a construir um MVP.
Kit de Textos para Landing Page
Textos prontos para colar, baseados na linguagem real da comunidade Reddit
Título Principal
Mobile F2P UA Economics Copilot
Subtítulo
Build a SaaS dashboard that gives small mobile game studios a clear view of whether acquisition spend is sustainable, using retention, payer conversion, ARPPU, ROAS, and payback modeling. The product should go beyond analytics by flagging unsafe campaigns early and recommending spend cuts, creative changes, or monetization fixes.
Para Quem É
Para Indie and small game studios running paid acquisition for mobile free-to-play titles without a dedicated growth analyst.
Lista de Funcionalidades
✓ Unified dashboard for CPI, ROAS, payback, retention, and payer metrics ✓ Early warning alerts when campaigns are unlikely to recover spend within target windows ✓ Scenario planner for how small changes in conversion, ARPPU, or retention affect profitable CPI caps
Onde Validar
Compartilhe sua landing page no r/r/gamedev — é exatamente lá que esses pontos de dor foram descobertos.
Cadastre-se para desbloquear a análise profunda completa
GTM, escopo do MVP, por que pode falhar, ActionPlan Copy Kit. O cadastro gratuito garante 10 visualizações detalhadas/mês.
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