/10-tinh-kpi-nguoc
Tinh KPI nguoc tu doanh thu ve ngan sach va tinh xuoi tu ngan sach ra doanh thu — 3 kich ban, sensitivity analysis, break-even, phan bo ngan sach theo giai doan va kenh
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Tinh KPI nguoc tu doanh thu ve ngan sach va tinh xuoi tu ngan sach ra doanh thu — 3 kich ban, sensitivity analysis, break-even, phan bo ngan sach theo giai doan va kenh
SKILL.md
10-tinh-kpi-nguoc.SKILL.mdname: 10-tinh-kpi-nguoc
description: Tinh KPI nguoc tu doanh thu ve ngan sach va tinh xuoi tu ngan sach ra doanh thu — 3 kich ban, sensitivity analysis, break-even, phan bo ngan sach theo giai doan va kenh
metadata:
version: 2.1.0
category: performance
triggers:
- "tinh KPI"
- "can bao nhieu ngan sach"
- "tinh nguoc tu doanh thu"
- "ngan sach de dat X don"
- "budget calculator"
- "KPI calculator"
- "CPL toi da bao nhieu"
- "break-even ROAS"
- "LTV CAC"
output: File .md gom bang tinh 3 kich ban, phan tich do nhay, break-even, phan bo ngan sach theo giai doan + kenh, va timeline ROI
related:
- 00-ke-hoach-mkt
- 07-bao-cao-marketing
- 03-danh-gia-hieu-suat
- 08-nghien-cuu-doi-thu
- 54-media-plan
- 61-budget-planning
- 21-audit-ads-performance
Tinh KPI Nguoc
Thu thap thong tin
Hoi user toi da 4 cau sau truoc khi bat dau:
1. **Muc tieu la gi?** (Doanh thu X trieu/thang? Hay ngan sach co san X trieu va muon biet duoc bao nhieu don?) 2. **San pham / dich vu va gia ban?** (Gia trung binh 1 don hang — AOV) 3. **Nganh hang va kenh hien tai?** (Nganh gi? Dang chay kenh nao? Co du lieu CPMess/CPL hien tai khong?) 4. **Thoi gian chien dich?** (1 thang? 3 thang? 6 thang? Co pha theo giai doan khong?)
---
2 huong tinh
Huong 1 — Tinh nguoc (Reverse): Tu doanh thu → Ngan sach
Dung khi: "Toi muon dat 200 trieu/thang — can bao nhieu tien ads?"
Doanh thu muc tieu
/ AOV (gia tri don trung binh)
= SO DON CAN
/ Ti le Booking→Customer
= SO BOOKING CAN
/ Ti le Lead→Booking
= SO LEAD CAN
/ Ti le Mess→Lead
= SO TIN NHAN CAN
x CPMess
= NGAN SACH ADS CAN
Huong 2 — Tinh xuoi (Forward): Tu ngan sach → Doanh thu
Dung khi: "Toi co 50 trieu — chay duoc bao nhieu don?"
Ngan sach
/ CPMess
= SO TIN NHAN DU KIEN
x Ti le Mess→Lead
= SO LEAD DU KIEN
x Ti le Lead→Booking
= SO BOOKING DU KIEN
x Ti le Booking→Customer
= SO DON DU KIEN
x AOV
= DOANH THU DU KIEN
---
Unit economics — tinh TRUOC khi chay dong ads dau tien
Hai huong tinh o tren cho biet **can bao nhieu tien**. Phan nay cho biet **bao nhieu la lo**. Phai thuoc long truoc khi bat bat ky campaign nao.
Bo cong thuc day du
So don can = Doanh thu muc tieu / AOV
So lead can = So don can / Close rate (Lead -> Mua)
Max CPL (hoa von) = (Doanh thu muc tieu x Gross margin %) / So lead can
CPL target (co lai) = Max CPL / 1.5
Break-even ROAS = 1 / Gross margin %
Target ROAS = Break-even ROAS x 1.5 (bien an toan)
Ngan sach ads can = So lead can x CPL target
CAC = Tong chi phi ads / So khach hang moi
LTV = AOV x Tan suat mua/nam x So nam giu chan
LTV : CAC = LTV / CAC (nguong khoe: >= 3:1)
Payback period = CAC / (Loi nhuan gop moi khach moi thang)
**Gross margin** = (Doanh thu - COGS) / Doanh thu. Khong biet gross margin thi khong tinh duoc gi ca — hoi user truoc.
Vi du so cu the — khoa hoc online
Gia dinh: AOV 3,000,000d · Gross margin 70% · Close rate Lead->Mua 30% · Muc tieu 300,000,000d/thang.
| Buoc | Cong thuc | Ket qua | |------|----------|---------| | So don can | 300,000,000 / 3,000,000 | **100 don** | | So lead can | 100 / 30% | **334 lead** | | Max CPL (hoa von) | (300,000,000 x 70%) / 334 | **~628,000d** | | CPL target (co lai) | 628,000 / 1.5 | **~419,000d** | | Break-even ROAS | 1 / 0.7 | **1.43x** | | Target ROAS | 1.43 x 1.5 | **2.14x** | | Ngan sach ads | 334 x 419,000 | **~140,000,000d** | | Kiem tra lai | 300,000,000 / 140,000,000 | ROAS 2.14x — khop |
**Doc so nay the nao:** CPL cham 628K la hoa von, cham 419K la co lai. Neu thi truong dang cho CPL 700K → khong chay, phai sua offer, sua AOV, hoac sua gross margin truoc.
LTV : CAC — quyet dinh co duoc scale khong
| Ti le LTV:CAC | Y nghia | Hanh dong | |--------------|---------|----------| | < 1:1 | Lo tren moi khach hang | DUNG scale. Sua san pham hoac gia truoc | | 1:1 - 3:1 | Hoa von den kha thi | Toi uu conversion, tang AOV — chua scale | | > 3:1 | Khoe — co the tang truong | Bat dau scale co kiem soat | | > 5:1 | Rat tot | Tang ngan sach ads manh |
**Payback period** (thoi gian hoan von CAC) nen < 6 thang voi SME Viet Nam. Payback dai hon = dong tien bi ket, du ROAS dep van chet.
---
Nguong healthy tung buoc — canh bao va dung
Moi buoc trong pheu co nguong rieng. Kiem hang ngay khi ads dang chay; buoc nao vuot nguong DUNG thi xu ly buoc do truoc, khong do them tien.
| Chi so | Khoe | Canh bao | DUNG | Hanh dong khi cham nguong dung | |--------|------|---------|------|-------------------------------| | CPL / CPMess | <= target | > 1.5x target | > 2x target | Pause adset, chay `21-audit-ads-performance` | | ROAS | >= Target ROAS | < Break-even x 0.8 | < Break-even | Review offer va gia truoc khi doi creative | | CTR (Meta) | >= 1.5% | < 0.8% | < 0.5% | Thay creative — van de o hook, khong phai o target | | Frequency | < 2.0 | 2.0 - 2.5 | > 3.0 | Thay creative va mo rong tep | | Mess -> Lead | >= benchmark nganh | thap hon benchmark 15% | thap hon benchmark 30% | Van de o sale/tu van, khong phai o ads | | Lead -> Booking | 60-75% | 40-60% | < 40% | Sua quy trinh follow-up, toc do reply | | Booking -> Customer | 40-55% | 25-40% | < 25% | Van de o trai nghiem va gia, khong phai o marketing |
**Luat doc nguong:** khi nhieu buoc cung do, sua **buoc gan tien nhat truoc** (Booking->Customer), roi lui dan ve dau pheu. Sua CPL truoc khi sua close rate la dot tien nhanh hon.
KPI theo tang pheu — do o dau
| Tang | KPI chinh | Nguong tham chieu | Do o dau | |------|----------|------------------|---------| | Awareness | CPM, Reach, Video view | CPM theo nganh va mua vu | Ads Manager | | Consideration | CTR, CPC, Landing view | CTR >= 1.5% (Meta) | Ads Manager | | Conversion | CPMess, CPL, CPA | Theo bang benchmark ben duoi | Ads Manager + CRM | | Revenue | ROAS, Doanh thu | >= Target ROAS da tinh | CRM / so ban hang |
---
Benchmark Vietnam 2025–2026
T
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name: 10-tinh-kpi-nguoc description: Tinh KPI nguoc tu doanh thu ve ngan sach va tinh xuoi tu ngan sach ra doanh thu — 3 kich ban, sensitivity analysis, break-even, phan bo ngan sach theo giai doan va kenh metadata: version: 2.1.0 category: performance triggers: - "tinh KPI" - "can bao nhieu ngan sach" - "tinh nguoc tu doanh thu" - "ngan sach de dat X don" - "budget calculator" - "KPI calculator" - "CPL toi da bao nhieu" - "break-even ROAS" - "LTV CAC" output: File .md gom bang tinh 3 kich ban, phan tich do nhay, break-even, phan bo ngan sach theo giai doan + kenh, va timeline ROI related: - 00-ke-hoach-mkt - 07-bao-cao-marketing - 03-danh-gia-hieu-suat - 08-nghien-cuu-doi-thu - 54-media-plan - 61-budget-planning - 21-audit-ads-performance
Tinh KPI Nguoc
Thu thap thong tin
Hoi user toi da 4 cau sau truoc khi bat dau:
1. **Muc tieu la gi?** (Doanh thu X trieu/thang? Hay ngan sach co san X trieu va muon biet duoc bao nhieu don?) 2. **San pham / dich vu va gia ban?** (Gia trung binh 1 don hang — AOV) 3. **Nganh hang va kenh hien tai?** (Nganh gi? Dang chay kenh nao? Co du lieu CPMess/CPL hien tai khong?) 4. **Thoi gian chien dich?** (1 thang? 3 thang? 6 thang? Co pha theo giai doan khong?)
---
2 huong tinh
Huong 1 — Tinh nguoc (Reverse): Tu doanh thu → Ngan sach
Dung khi: "Toi muon dat 200 trieu/thang — can bao nhieu tien ads?"
Doanh thu muc tieu / AOV (gia tri don trung binh) = SO DON CAN / Ti le Booking→Customer = SO BOOKING CAN / Ti le Lead→Booking = SO LEAD CAN / Ti le Mess→Lead = SO TIN NHAN CAN x CPMess = NGAN SACH ADS CAN
Huong 2 — Tinh xuoi (Forward): Tu ngan sach → Doanh thu
Dung khi: "Toi co 50 trieu — chay duoc bao nhieu don?"
Ngan sach / CPMess = SO TIN NHAN DU KIEN x Ti le Mess→Lead = SO LEAD DU KIEN x Ti le Lead→Booking = SO BOOKING DU KIEN x Ti le Booking→Customer = SO DON DU KIEN x AOV = DOANH THU DU KIEN
---
Unit economics — tinh TRUOC khi chay dong ads dau tien
Hai huong tinh o tren cho biet **can bao nhieu tien**. Phan nay cho biet **bao nhieu la lo**. Phai thuoc long truoc khi bat bat ky campaign nao.
Bo cong thuc day du
So don can = Doanh thu muc tieu / AOV So lead can = So don can / Close rate (Lead -> Mua) Max CPL (hoa von) = (Doanh thu muc tieu x Gross margin %) / So lead can CPL target (co lai) = Max CPL / 1.5 Break-even ROAS = 1 / Gross margin % Target ROAS = Break-even ROAS x 1.5 (bien an toan) Ngan sach ads can = So lead can x CPL target CAC = Tong chi phi ads / So khach hang moi LTV = AOV x Tan suat mua/nam x So nam giu chan LTV : CAC = LTV / CAC (nguong khoe: >= 3:1) Payback period = CAC / (Loi nhuan gop moi khach moi thang)
**Gross margin** = (Doanh thu - COGS) / Doanh thu. Khong biet gross margin thi khong tinh duoc gi ca — hoi user truoc.
Vi du so cu the — khoa hoc online
Gia dinh: AOV 3,000,000d · Gross margin 70% · Close rate Lead->Mua 30% · Muc tieu 300,000,000d/thang.
| Buoc | Cong thuc | Ket qua | |------|----------|---------| | So don can | 300,000,000 / 3,000,000 | **100 don** | | So lead can | 100 / 30% | **334 lead** | | Max CPL (hoa von) | (300,000,000 x 70%) / 334 | **~628,000d** | | CPL target (co lai) | 628,000 / 1.5 | **~419,000d** | | Break-even ROAS | 1 / 0.7 | **1.43x** | | Target ROAS | 1.43 x 1.5 | **2.14x** | | Ngan sach ads | 334 x 419,000 | **~140,000,000d** | | Kiem tra lai | 300,000,000 / 140,000,000 | ROAS 2.14x — khop |
**Doc so nay the nao:** CPL cham 628K la hoa von, cham 419K la co lai. Neu thi truong dang cho CPL 700K → khong chay, phai sua offer, sua AOV, hoac sua gross margin truoc.
LTV : CAC — quyet dinh co duoc scale khong
| Ti le LTV:CAC | Y nghia | Hanh dong | |--------------|---------|----------| | < 1:1 | Lo tren moi khach hang | DUNG scale. Sua san pham hoac gia truoc | | 1:1 - 3:1 | Hoa von den kha thi | Toi uu conversion, tang AOV — chua scale | | > 3:1 | Khoe — co the tang truong | Bat dau scale co kiem soat | | > 5:1 | Rat tot | Tang ngan sach ads manh |
**Payback period** (thoi gian hoan von CAC) nen < 6 thang voi SME Viet Nam. Payback dai hon = dong tien bi ket, du ROAS dep van chet.
---
Nguong healthy tung buoc — canh bao va dung
Moi buoc trong pheu co nguong rieng. Kiem hang ngay khi ads dang chay; buoc nao vuot nguong DUNG thi xu ly buoc do truoc, khong do them tien.
| Chi so | Khoe | Canh bao | DUNG | Hanh dong khi cham nguong dung | |--------|------|---------|------|-------------------------------| | CPL / CPMess | <= target | > 1.5x target | > 2x target | Pause adset, chay `21-audit-ads-performance` | | ROAS | >= Target ROAS | < Break-even x 0.8 | < Break-even | Review offer va gia truoc khi doi creative | | CTR (Meta) | >= 1.5% | < 0.8% | < 0.5% | Thay creative — van de o hook, khong phai o target | | Frequency | < 2.0 | 2.0 - 2.5 | > 3.0 | Thay creative va mo rong tep | | Mess -> Lead | >= benchmark nganh | thap hon benchmark 15% | thap hon benchmark 30% | Van de o sale/tu van, khong phai o ads | | Lead -> Booking | 60-75% | 40-60% | < 40% | Sua quy trinh follow-up, toc do reply | | Booking -> Customer | 40-55% | 25-40% | < 25% | Van de o trai nghiem va gia, khong phai o marketing |
**Luat doc nguong:** khi nhieu buoc cung do, sua **buoc gan tien nhat truoc** (Booking->Customer), roi lui dan ve dau pheu. Sua CPL truoc khi sua close rate la dot tien nhanh hon.
KPI theo tang pheu — do o dau
| Tang | KPI chinh | Nguong tham chieu | Do o dau | |------|----------|------------------|---------| | Awareness | CPM, Reach, Video view | CPM theo nganh va mua vu | Ads Manager | | Consideration | CTR, CPC, Landing view | CTR >= 1.5% (Meta) | Ads Manager | | Conversion | CPMess, CPL, CPA | Theo bang benchmark ben duoi | Ads Manager + CRM | | Revenue | ROAS, Doanh thu | >= Target ROAS da tinh | CRM / so ban hang |
---
Benchmark Vietnam 2025–2026
T
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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