AI predicts and prevents player churn in your Unity games.
Small gaming businesses lack user-friendly analytics tools to track player retention and churn in Unity-based games.
Upload Unity telemetry or use our SDK to get AI-driven churn predictions and personalized retention strategies. Dashboards highlight at-risk players with automated playbooks like re-engagement emails. Small studios boost LTV without data science expertise.
Small gaming businesses and indie developers building Unity-based games
AI-powered churn forecasts with actionable playbooks, not just raw metrics – first Unity-specific ML model for indies.
supportive
ML model scores players on churn risk daily.
Auto-generated strategies like discounts for churn risks.
Group players by behavior for targeted insights.
Send login/purchase data to train models.
Top at-risk players list with trends.
Compare your churn to indie averages.
Connect to email/CRM tools.
Test retention tweaks.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| model_trained | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| game_id | uuid | No |
| player_id | text | No |
| churn_score | int | Yes |
| last_active | timestamp | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| player_id | uuid | No |
| type | text | No |
| data | text | Yes |
Relationships:
/api/gamesCreate game
/api/games/:id/predictTrigger AI prediction
/api/games/:id/playersList players with scores
/api/eventsIngest events
/api/playbooks/:id/activateRun strategy
1k players/mo
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 150 | 4% | $150 | $1,800 |
| Month 6 | 1,000 | 7% | $1,750 | $21,000 |
AI spots at-risk players and gives you retention playbooks – no expertise needed.
Run Unity dev survey on Typeform shared in r/playmygame; Offer free AI audits to 5 itch.io Unity hits; Network at itch.io Discord for beta testers.
Full backend
Too enterprise for indies
AI focus + indie pricing
Advanced segments
Complex setup
Plug-in AI simplicity
ML models improve with user data network effects; playbook templates lock-in.
AI accessibility via Vercel AI; indie games hit churn walls in 2024 mobile shift.
AI model accuracy low initially
Seed with public datasets
Skepticism on AI for games
Free audits
Success: 100+ yes votes
Success: 15% churn reduction reported
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