docs(10_Wiki): Topic_Business/General/Graphic/Programming을 Topics/ 하위로 이동

최상위 10_Wiki/Topic_*였던 4개 카테고리 폴더를 10_Wiki/Topics/Topic_* 로 재배치. 콘텐츠 변경 없음(순수 폴더 이동) — Topics/ 하위 나머지 폴더는 이미 지난 커밋에서 전부 정리된 상태(잔존 항목은 에이전트 운영 상태 및 사용자가 보존을 요청한 업데이트0615/무제 3.canvas 뿐).
2026-07-05 00:44:01 +09:00
parent e9cbf23ab5
commit 9a135bd19d
6127 changed files with 0 additions and 0 deletions
@@ -0,0 +1,131 @@
+---
+id: wiki-2026-0508-하이브리드-수익화-hybrid-monetization
+title: 하이브리드 수익화 (Hybrid Monetization)
+category: 10_Wiki/Topics
+status: verified
+canonical_id: self
+aliases: [Hybrid Monetization, 하이브리드 수익화]
+duplicate_of: none
+source_trust_level: A
+confidence_score: 0.9
+verification_status: applied
+tags: [hybrid, monetization, iap, iaa]
+raw_sources: []
+last_reinforced: 2026-05-10
+github_commit: pending
+tech_stack:
+  language: python
+  framework: machinations
+---
+
+# 하이브리드 수익화 (Hybrid Monetization)
+
+## 매 한 줄
+> **"매 IAP + IAA segment 별 결합으로 LTV 극대화"**. 매 2026 모바일 dominant model — 매 hyper-casual 가 hybrid-casual 로 진화하면서 mainstream. 매 non-payer 는 ad-load 로 monetize, payer 는 IAP 로 friction-free experience 제공.
+
+## 매 핵심
+
+### 매 segment 전략
+- **Non-payer (95%)**: rewarded video + interstitial.
+- **Minnow (3%)**: starter packs, small IAP.
+- **Whale (top 2%)**: high-value bundles, VIP, no-ads.
+- **Mixed**: ad-removal IAP 로 transition path 제공.
+
+### 매 KPI
+- **ARPDAU**: IAP ARPDAU + ad ARPDAU 합산.
+- **Ad LTV** vs **IAP LTV**: cohort 별 비교.
+- **Cannibalization**: IAP 가 광고 매출을 잠식하는지 측정.
+- **No-ads conversion**: ad-removal IAP rate.
+
+### 매 응용
+1. Royal Match: puzzle + ad + IAP combo.
+2. Subway Surfers: 광고 중심 + cosmetic IAP.
+3. Archero: IAA + IAP gem currency.
+
+## 💻 패턴
+
+### Segment-based ad load
+```python
+def ad_frequency(user):
+    if user.is_whale:
+        return 0  # no ads
+    if user.has_paid:
+        return 1  # rewarded only
+    return 3  # full ad load
+```
+
+### Dual revenue tracking
+```python
+def compute_arpdau(users, day):
+    iap_rev = sum(u.iap_today for u in users if u.active(day))
+    ad_rev = sum(u.ad_revenue_today for u in users if u.active(day))
+    dau = sum(1 for u in users if u.active(day))
+    return {
+        "iap_arpdau": iap_rev / dau,
+        "ad_arpdau": ad_rev / dau,
+        "total_arpdau": (iap_rev + ad_rev) / dau,
+    }
+```
+
+### Rewarded video offer
+```python
+class RewardedAd:
+    def show(self, user, reward):
+        if not ad_network.has_fill():
+            return None
+        ad_network.play(user)
+        user.grant(reward)
+        analytics.track("rewarded_complete", user, reward)
+```
+
+### A/B ad placement
+```python
+def assign_variant(user_id):
+    bucket = hash(user_id) % 100
+    return "high_load" if bucket < 50 else "low_load"
+```
+
+### Whale exclusion
+```python
+def should_show_ad(user, ad_type):
+    if user.lifetime_spend > 50:
+        return False
+    if ad_type == "interstitial" and user.session_seconds < 60:
+        return False
+    return True
+```
+
+## 매 결정 기준
+| 상황 | Approach |
+|---|---|
+| Hyper-casual | IAA-heavy, light IAP (ad removal) |
+| Mid-core | IAP-primary + rewarded video |
+| Casual puzzle | Hybrid 50/50 |
+| Hardcore RPG | IAP-only, no ads |
+
+**기본값**: hybrid + ad-removal IAP path.
+
+## 🔗 Graph
+- 부모: [[게임 수익화 모델]]
+- 변형: [[하이브리드 캐주얼(Hybrid-Casual)]] · [[부분 유료화(Free-to-Play)]]
+- 응용: [[인앱 구매(IAP)]] · [[인앱 광고(IAA)]]
+- Adjacent: [[지불 용의 (Willingness to Pay)]] · [[고객 유지율(Retention)]]
+
+## 🤖 LLM 활용
+**언제**: hybrid monetization design, ad-IAP balance, segment 전략 질문.
+**언제 X**: pure premium / 단일 model 게임.
+
+## ❌ 안티패턴
+- **Whale ad bombing**: 매 whale 에게 광고 노출 → churn risk.
+- **Pre-monetization 0 ads**: 매 non-payer LTV = 0.
+- **Cannibalization 무시**: 매 ad placement 가 IAP intent 잠식.
+
+## 🧪 검증 / 중복
+- Verified (Liftoff, AppLovin 2025 hybrid reports).
+- 신뢰도 A.
+
+## 🕓 Changelog
+| 날짜 | 변경 |
+|---|---|
+| 2026-05-08 | Phase 1 |
+| 2026-05-10 | Manual cleanup — hybrid monetization 정리 (segment 전략, dual ARPDAU) |