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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.
Pourquoi c'est important
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.
- · Conçu pour Indie and small game studios running paid acquisition for mobile free-to-play titles without a dedicated growth analyst..
- · Monétisation la plus probable : SaaS subscription.
La douleur · Récit
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.
Détail du score
Signal du marché
Mise sur le marché
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
Périmètre MVP · 1–2 semaines
- 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
Différenciation
Pourquoi cela pourrait échouer
Auto-contre-argument — le signal de confiance le plus important
- 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.
Résumé des preuves
Comment l'IA a synthétisé cet aperçu — pas de citations textuelles
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.
Plan d'Action
Validez cette opportunité avant d'écrire du code
Prochaine Étape Recommandée
Construire
Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.
Kit de Textes pour Landing Page
Textes prêts à coller, basés sur le langage réel de la communauté Reddit
Titre Principal
Mobile F2P UA Economics Copilot
Sous-titre
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.
Pour Qui
Pour Indie and small game studios running paid acquisition for mobile free-to-play titles without a dedicated growth analyst.
Liste des Fonctionnalités
✓ 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
Où Valider
Partagez votre landing page sur r/r/gamedev — c'est exactement là que ces points de douleur ont été découverts.
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