/03-danh-gia-hieu-suat
Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan.
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Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan.
SKILL.md
03-danh-gia-hieu-suat.SKILL.mdname: 03-danh-gia-hieu-suat
description: Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan.
metadata:
version: 2.3.1
category: performance
triggers:
- "danh gia chien dich"
- "audit performance"
- "review quang cao"
- "phan tich ket qua"
- "CPMess cao qua"
- "ROAS thap"
- "toi uu ads"
- "so dang xau"
- "chan doan root cause"
output: File .md gom diagnostic, root cause analysis, benchmark comparison, 48h action plan, va weekly optimization checklist
related:
- 07-bao-cao-marketing
- 10-tinh-kpi-nguoc
- 00-ke-hoach-mkt
- 05-copy-quang-cao
- 04-script-video
- 21-audit-ads-performance
- 55-scaling-ads
- 57-next-ads-plan
- references/quality-gates-vn
Danh Gia Hieu Suat
---
Thu thap thong tin
Hoi user toi da 4 cau truoc khi bat dau:
1. **Kenh nao can audit?** Meta Ads / TikTok Ads / Google Ads / Organic TikTok / Facebook / Email / Tat ca? 2. **So lieu hien tai?** Cung cap data: Spend, Impressions, Click, CTR, CPMess/CPL, So mess/lead, ROAS, thoi gian chay. 3. **Van de dang gap?** CPMess tang / ROAS giam / Lead chat luong kem / Khong co don / Creative khong hieu qua? 4. **Muc tieu la gi?** KPI muc tieu ban dau la bao nhieu? (CPMess, ROAS, so lead/don/thang)
Auto-pull data qua MCP (neu co ket noi)
> Neu user da setup MCP server, pull data tu dong thay vi yeu cau paste. > Xem huong dan: `skills/vi/references/mcp-ads-integration.md` > **Meta Official MCP:** `https://mcp.facebook.com/ads` — setup 5 phut qua `claude.ai/settings/integrations`
| Nen tang | MCP khuyen dung | Data pull | |----------|----------------|----------| | Meta Ads | **Meta Official MCP** (`mcp.facebook.com/ads`) | 29 tools — xem chi tiet ben duoi | | Meta Ads (alt) | Pipeboard (`mcp.pipeboard.co/meta-ads-mcp`) | 29 tools — targeting research manh hon | | Google Ads | Google Official MCP | GAQL query — cost, clicks, conversions, impression share | | TikTok Ads | TikTok Ads MCP | Campaign/ad group performance reports | | Nhieu nen tang | Adspirer ads-mcp | 222 metrics, cross-platform unified |
**Meta Official MCP — Tools dung cho Danh gia hieu suat:**
DIAGNOSTIC (chan doan):
ads_insights_anomaly_signal ← Tim KPI bat thuong vs baseline → feed vao 5 Whys
ads_insights_performance_trend ← Xu huong 7/14/30 ngay → phat hien suy giam
BENCHMARK (so sanh):
ads_insights_industry_benchmark ← CPM, CTR, CPC cua ban vs trung binh nganh
ads_insights_auction_ranking_benchmarks ← Quality ranking, engagement rate ranking vs doi thu
ads_insights_advertiser_context ← Boi canh nganh va khu vuc
OPTIMIZATION:
ads_get_opportunity_score ← Meta goi y co hoi toi uu → action plan
ads_get_dataset_quality ← Chat luong tracking (pixel + CAPI)
**Quy trinh danh gia nhanh voi MCP:**
1. ads_insights_performance_trend → Co dang giam khong?
2. ads_insights_anomaly_signal → KPI nao bat thuong?
3. ads_insights_industry_benchmark → So voi nganh the nao?
4. ads_get_opportunity_score → Meta goi y gi?
→ Dien vao Benchmark Table + chay Diagnostic Tree
---
Phan 0 — Ads Health Score (0-100)
> **Audit day du:** Dung `21-audit-ads-performance` khi can chay full 84 checkpoints cho Meta/TikTok/Google/Zalo. > Phan nay la quick-check — danh gia nhanh truoc khi di sau vao diagnostic.
Cong thuc tinh Health Score
Health Score = Σ(Check_pass × W_severity × W_category) / Σ(Check_total × W_severity × W_category) × 100
**He so muc do (W_severity):**
| Muc do | He so | Vi du checkpoints | |--------|-------|------------------| | Critical | 5× | Pixel khong fire, CAPI chua setup, CPA > 3× target | | High | 3× | Creative similarity > 60%, budget duoi 5× CPA/ngay | | Medium | 1.5× | Chua co retarget audience, headline qua 40 char | | Low | 0.5× | Ten chien dich khong theo naming convention |
Bang diem va hanh dong
| Diem | Grade | Nhan xet | Hanh dong | |------|-------|---------|-----------| | 90–100 | **A** ✅ | Xuat sac | Giu nguyen, tap trung scale | | 75–89 | **B** 🟢 | Tot | Fix Medium issues, tang budget nhe | | 60–74 | **C** 🟡 | Trung binh | Fix High issues truoc khi scale | | 40–59 | **D** 🔴 | Kem | Fix Critical + High truoc toan bo | | < 40 | **F** ⛔ | Nguy hiem | Pause, audit toan dien, rebuild |
10 Quality Gates — Bat buoc kiem tra truoc moi de xuat
> **Reference:** `skills/vi/references/quality-gates-vn.md` — 10 hard rules KHONG bao gio vi pham.
| Gate | Quy tac | Nguong vi pham | Hanh dong bat buoc | |------|---------|---------------|-------------------| | **G1** 3× Kill Rule | CPA > 3× CPA muc tieu | > 3× | Pause ad set NGAY | | **G2** Budget Sufficiency | Ngan sach < 5× CPA/ad set/ngay | < 5× | Gop ad set, tang budget | | **G3** Learning Phase | Ad set dang "Learning" | Dang hoc | KHONG chinh sua bat ky thu gi | | **G4** Pixel Integrity | EMQ < 6.0, duplicate event | < 6.0 | Fix tracking TRUOC khi chay | | **G5** Creative Diversity | Similarity Score > 60% | > 60% | Lam creative moi thuc su khac biet | | **G6** Compliance | Nganh dac biet chua kiem tra | Chua check | Review policy truoc launch | | **G7** TikTok Sound | Video TikTok khong co am thanh | Khong audio | Them nhac/voiceover | | **G8** Scale Speed | Tang ngan sach > 20%/72h | > 20% | Giam toc do tang, toi da 20%/lan | | **G9** Min Data | < 1,000 impression (Meta) | < 1K impr | Doi du data moi ket luan | | **G10** LTV:CAC | LTV:CAC < 3:1 | < 3:1 | Khong nen scale, kiem tra churn |
> ⚠️ **Vi pham bat ky gate nao = CRITICAL** — phai fix truoc toan bo de xuat toi uu.
---
Phan 1 — Diagnostic Decision Tree
Quy trinh chan doan 5 layer (chay TRUOC khi doc cay trieu chung)
So xau la trieu chung, khong phai benh. Dao tung layer tu tren xuong, moi layer phai sach truoc khi di tiep — dung thay creative khi van de nam o tracking.
**Layer 1 — Tracking va chat luong data.** Pixel co fire dung khong (dung Pixel Helper)? Conversio
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name: 03-danh-gia-hieu-suat description: Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan. metadata: version: 2.3.1 category: performance triggers: - "danh gia chien dich" - "audit performance" - "review quang cao" - "phan tich ket qua" - "CPMess cao qua" - "ROAS thap" - "toi uu ads" - "so dang xau" - "chan doan root cause" output: File .md gom diagnostic, root cause analysis, benchmark comparison, 48h action plan, va weekly optimization checklist related: - 07-bao-cao-marketing - 10-tinh-kpi-nguoc - 00-ke-hoach-mkt - 05-copy-quang-cao - 04-script-video - 21-audit-ads-performance - 55-scaling-ads - 57-next-ads-plan - references/quality-gates-vn
Danh Gia Hieu Suat
---
Thu thap thong tin
Hoi user toi da 4 cau truoc khi bat dau:
1. **Kenh nao can audit?** Meta Ads / TikTok Ads / Google Ads / Organic TikTok / Facebook / Email / Tat ca? 2. **So lieu hien tai?** Cung cap data: Spend, Impressions, Click, CTR, CPMess/CPL, So mess/lead, ROAS, thoi gian chay. 3. **Van de dang gap?** CPMess tang / ROAS giam / Lead chat luong kem / Khong co don / Creative khong hieu qua? 4. **Muc tieu la gi?** KPI muc tieu ban dau la bao nhieu? (CPMess, ROAS, so lead/don/thang)
Auto-pull data qua MCP (neu co ket noi)
> Neu user da setup MCP server, pull data tu dong thay vi yeu cau paste. > Xem huong dan: `skills/vi/references/mcp-ads-integration.md` > **Meta Official MCP:** `https://mcp.facebook.com/ads` — setup 5 phut qua `claude.ai/settings/integrations`
| Nen tang | MCP khuyen dung | Data pull | |----------|----------------|----------| | Meta Ads | **Meta Official MCP** (`mcp.facebook.com/ads`) | 29 tools — xem chi tiet ben duoi | | Meta Ads (alt) | Pipeboard (`mcp.pipeboard.co/meta-ads-mcp`) | 29 tools — targeting research manh hon | | Google Ads | Google Official MCP | GAQL query — cost, clicks, conversions, impression share | | TikTok Ads | TikTok Ads MCP | Campaign/ad group performance reports | | Nhieu nen tang | Adspirer ads-mcp | 222 metrics, cross-platform unified |
**Meta Official MCP — Tools dung cho Danh gia hieu suat:**
DIAGNOSTIC (chan doan): ads_insights_anomaly_signal ← Tim KPI bat thuong vs baseline → feed vao 5 Whys ads_insights_performance_trend ← Xu huong 7/14/30 ngay → phat hien suy giam BENCHMARK (so sanh): ads_insights_industry_benchmark ← CPM, CTR, CPC cua ban vs trung binh nganh ads_insights_auction_ranking_benchmarks ← Quality ranking, engagement rate ranking vs doi thu ads_insights_advertiser_context ← Boi canh nganh va khu vuc OPTIMIZATION: ads_get_opportunity_score ← Meta goi y co hoi toi uu → action plan ads_get_dataset_quality ← Chat luong tracking (pixel + CAPI)
**Quy trinh danh gia nhanh voi MCP:**
1. ads_insights_performance_trend → Co dang giam khong? 2. ads_insights_anomaly_signal → KPI nao bat thuong? 3. ads_insights_industry_benchmark → So voi nganh the nao? 4. ads_get_opportunity_score → Meta goi y gi? → Dien vao Benchmark Table + chay Diagnostic Tree
---
Phan 0 — Ads Health Score (0-100)
> **Audit day du:** Dung `21-audit-ads-performance` khi can chay full 84 checkpoints cho Meta/TikTok/Google/Zalo. > Phan nay la quick-check — danh gia nhanh truoc khi di sau vao diagnostic.
Cong thuc tinh Health Score
Health Score = Σ(Check_pass × W_severity × W_category) / Σ(Check_total × W_severity × W_category) × 100
**He so muc do (W_severity):**
| Muc do | He so | Vi du checkpoints | |--------|-------|------------------| | Critical | 5× | Pixel khong fire, CAPI chua setup, CPA > 3× target | | High | 3× | Creative similarity > 60%, budget duoi 5× CPA/ngay | | Medium | 1.5× | Chua co retarget audience, headline qua 40 char | | Low | 0.5× | Ten chien dich khong theo naming convention |
Bang diem va hanh dong
| Diem | Grade | Nhan xet | Hanh dong | |------|-------|---------|-----------| | 90–100 | **A** ✅ | Xuat sac | Giu nguyen, tap trung scale | | 75–89 | **B** 🟢 | Tot | Fix Medium issues, tang budget nhe | | 60–74 | **C** 🟡 | Trung binh | Fix High issues truoc khi scale | | 40–59 | **D** 🔴 | Kem | Fix Critical + High truoc toan bo | | < 40 | **F** ⛔ | Nguy hiem | Pause, audit toan dien, rebuild |
10 Quality Gates — Bat buoc kiem tra truoc moi de xuat
> **Reference:** `skills/vi/references/quality-gates-vn.md` — 10 hard rules KHONG bao gio vi pham.
| Gate | Quy tac | Nguong vi pham | Hanh dong bat buoc | |------|---------|---------------|-------------------| | **G1** 3× Kill Rule | CPA > 3× CPA muc tieu | > 3× | Pause ad set NGAY | | **G2** Budget Sufficiency | Ngan sach < 5× CPA/ad set/ngay | < 5× | Gop ad set, tang budget | | **G3** Learning Phase | Ad set dang "Learning" | Dang hoc | KHONG chinh sua bat ky thu gi | | **G4** Pixel Integrity | EMQ < 6.0, duplicate event | < 6.0 | Fix tracking TRUOC khi chay | | **G5** Creative Diversity | Similarity Score > 60% | > 60% | Lam creative moi thuc su khac biet | | **G6** Compliance | Nganh dac biet chua kiem tra | Chua check | Review policy truoc launch | | **G7** TikTok Sound | Video TikTok khong co am thanh | Khong audio | Them nhac/voiceover | | **G8** Scale Speed | Tang ngan sach > 20%/72h | > 20% | Giam toc do tang, toi da 20%/lan | | **G9** Min Data | < 1,000 impression (Meta) | < 1K impr | Doi du data moi ket luan | | **G10** LTV:CAC | LTV:CAC < 3:1 | < 3:1 | Khong nen scale, kiem tra churn |
> ⚠️ **Vi pham bat ky gate nao = CRITICAL** — phai fix truoc toan bo de xuat toi uu.
---
Phan 1 — Diagnostic Decision Tree
Quy trinh chan doan 5 layer (chay TRUOC khi doc cay trieu chung)
So xau la trieu chung, khong phai benh. Dao tung layer tu tren xuong, moi layer phai sach truoc khi di tiep — dung thay creative khi van de nam o tracking.
**Layer 1 — Tracking va chat luong data.** Pixel co fire dung khong (dung Pixel Helper)? Conversio
138 bilingual AI marketing skills (69 VN + 69 Global) for Claude Code, OpenCode, Codex, VS Code. Four role SOP packs — content, design, performance, leader ops — plus strategy, personal brand, AI avatar, dropshipping, design master, knowledge library. 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Companion: opa-kit.
Repo: minhnv0807/ai-business-skills
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