From ai-business-skills
Tính KPI ngược từ doanh thu về ngân sách hoặc xuôi từ ngân sách ra doanh thu với 3 kịch bản, phân tích độ nhạy, break-even và phân bổ ngân sách theo giai đoạn/kenh dựa trên benchmark Vietnam 2025–2026.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai-business-skills:10-tinh-kpi-nguocThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Hoi user toi da 4 cau sau truoc khi bat dau:
Hoi user toi da 4 cau sau truoc khi bat dau:
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
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
| Buoc | Trung binh chung | Beauty & Spa | F&B | Education | E-commerce | BDS |
|---|---|---|---|---|---|---|
| Mess→Lead | 50–60% | 55–65% | 45–55% | 40–50% | N/A | 35–45% |
| Lead→Booking | 50–60% | 55–65% | 40–55% | N/A | N/A | 10–20% |
| Booking→Customer | 30–40% | 40–55% | N/A | 5–15% | 1–3% | 5–15% |
| Customer→Re-purchase (90d) | 15–25% | 20–35% | 25–40% | N/A | 10–20% | N/A |
| Kenh | CPMess Kem | CPMess TB | CPMess Tot | CPMess Xuat sac |
|---|---|---|---|---|
| Meta (Facebook + IG) | >40K | 25–40K | 18–25K | <18K |
| TikTok | >45K | 28–45K | 20–28K | <20K |
| Google (CPL) | >200K | 85–150K | 50–85K | <50K |
| Zalo (CPMess broadcast) | N/A | ~500d/mess | ~300d/mess | <200d/mess |
| Thoi diem | Anh huong CPM |
|---|---|
| Tet Nguyen Dan (T1–T2) | +30–50% |
| Black Friday / 11.11 / 12.12 | +20–30% |
| He (T6–T8) | +10–15% |
| Thang binh thuong | Baseline |
| Chi so | Pessimistic (Xau) | Base (Co so) | Optimistic (Tot) |
|---|---|---|---|
| CPMess | TB nganh + 30% | TB nganh | TB nganh - 20% |
| Mess→Lead | TB nganh - 15% | TB nganh | TB nganh + 15% |
| Lead→Booking | TB nganh - 10% | TB nganh | TB nganh + 10% |
| Booking→Customer | TB nganh - 10% | TB nganh | TB nganh + 10% |
| Buoc | Pessimistic | Base | Optimistic |
|---|---|---|---|
| Doanh thu muc tieu | 200,000,000 | 200,000,000 | 200,000,000 |
| AOV | 500,000 | 500,000 | 500,000 |
| So don can | 400 | 400 | 400 |
| Booking→Customer | 36% | 45% | 55% |
| So booking can | 1,111 | 889 | 727 |
| Lead→Booking | 47% | 60% | 69% |
| So lead can | 2,364 | 1,481 | 1,054 |
| Mess→Lead | 47% | 60% | 69% |
| So tin nhan can | 5,030 | 2,469 | 1,527 |
| CPMess | 39,000 | 30,000 | 24,000 |
| Ngan sach ads | 196,170,000 | 74,070,000 | 36,648,000 |
| ROAS du kien | 1.02x | 2.70x | 5.46x |
Dung so Base de lap ke hoach. Dung so Pessimistic de du phong. Dung so Optimistic de dat muc tieu toi uu.
Bien nao anh huong nhieu nhat? Tang/giam 10% moi bien va xem ngan sach thay doi bao nhieu:
| Bien | Gia tri Base | Thay doi +10% | Ngan sach moi | Thay doi ngan sach |
|---|---|---|---|---|
| CPMess | 30K | 33K | +10% | Truc tiep 1:1 |
| Mess→Lead | 60% | 66% | -9% | Anh huong lon |
| Lead→Booking | 60% | 66% | -9% | Anh huong lon |
| Booking→Customer | 45% | 49.5% | -9% | Anh huong lon |
| AOV | 500K | 550K | -9% (it don hon) | Gian tiep |
Quy tac 80/20: Thuong 2 bien anh huong nhieu nhat la:
Bien de cai thien nhat: [Xep hang tu de den kho]
| Bien | Muc do cai thien | Cach cai thien |
|---|---|---|
| CPMess | De — test creative | A/B test 3–5 creative/tuan, doi hook, doi format |
| Mess→Lead | De — cai script | Training team, script chuan, reply <5 phut |
| Lead→Booking | Trung binh — cai quy trinh | Follow-up 3 lan, noi dung nurture, uu dai |
| Booking→Customer | Kho — cai trai nghiem | Chat luong dich vu, first impression, upsell |
Break-even don = Chi phi co dinh / (AOV - Chi phi bien doi moi don)
Break-even ngay = Break-even don / So don trung binh moi ngay
| Hang muc | Gia tri |
|---|---|
| Chi phi co dinh/thang | |
| — Ngan sach ads | [X] |
| — Content production | [X] |
| — Nhan su MKT | [X] |
| — Tool (CRM, email, design) | [X] |
| — UGC/KOL | [X] |
| Tong chi phi co dinh | [X] |
| AOV | [X] |
| Chi phi bien doi/don | [X] (van chuyen, hoa hong, COGS) |
| Loi nhuan/don | AOV - Chi phi bien doi = [X] |
| Break-even don | Tong CF co dinh / Loi nhuan moi don = [X don] |
| Break-even ngay | Break-even don / 30 = [X ngay] |
| Ket qua | Y nghia | Hanh dong |
|---|---|---|
| Break-even < 50% so don du kien | An toan — du bien do loi nhuan | Co the scale ngan sach |
| Break-even = 50–80% so don du kien | Chat — it du bien do | Toi uu chi phi truoc khi scale |
| Break-even > 80% so don du kien | Rui ro cao — de lo | Giam chi phi hoac tang AOV |
| Giai doan | % Ngan sach | Thoi gian | Muc dich | KPI chinh |
|---|---|---|---|---|
| Teasing | 15% | Tuan 1 | Gay to mo, xay awareness | Reach, Video View, Save |
| Bung nhe | 20% | Tuan 2 | Test creative, thu lead dau tien | CPMess, Lead, A/B test |
| Bung manh | 40% | Tuan 3–4 | Scale creative thang, chot don | ROAS, So don, Revenue |
| Duy tri | 25% | Tuan 5+ | Retarget, nurture, re-purchase | CPA, LTV, Retention |
Vi du: Ngan sach 80 trieu/thang
| Giai doan | % | So tien | Tuan | Ngan sach/ngay |
|---|---|---|---|---|
| Teasing | 15% | 12,000,000 | Tuan 1 (7 ngay) | 1,714,000/ngay |
| Bung nhe | 20% | 16,000,000 | Tuan 2 (7 ngay) | 2,286,000/ngay |
| Bung manh | 40% | 32,000,000 | Tuan 3–4 (14 ngay) | 2,286,000/ngay |
| Duy tri | 25% | 20,000,000 | Tuan 5+ (con lai) | Tuy so ngay |
| Kenh | Beauty/Spa | F&B | Education | E-commerce | BDS |
|---|---|---|---|---|---|
| Meta (Facebook + IG) | 50–60% | 40–50% | 45–55% | 35–45% | 50–60% |
| TikTok | 25–35% | 30–40% | 20–30% | 35–45% | 10–20% |
| 10–15% | 5–10% | 20–30% | 15–20% | 25–35% | |
| Zalo OA | 5–10% | 5–10% | 5–10% | 0–5% | 5–10% |
| Kenh | % Ngan sach | So tien | KPI muc tieu | KPI do luong |
|---|---|---|---|---|
| Meta — Reach/Awareness | [X]% | Reach, Video View | CPM, CPV | |
| Meta — Conversion | [X]% | Mess, Lead | CPMess, CPL | |
| Meta — Retarget | [X]% | Don hang | ROAS, CPA | |
| TikTok — Reach | [X]% | View, Follower | CPV, Cost/Follower | |
| TikTok — Conversion | [X]% | Mess, Lead | CPMess | |
| Google — Search | [X]% | Click, Lead | CPC, CPL, Conv rate | |
| Zalo OA | [X]% | Read, Click | Cost/mess, Read rate | |
| Tong | 100% |
| Giai doan | Thoi gian | Ky vong | Chi so theo doi |
|---|---|---|---|
| Testing | Tuan 1–2 | Chua co don, dang test creative + audience | CPM, CTR, CPMess |
| First results | Tuan 3–4 | Don dau tien, ROAS con thap | So mess, so lead, don dau |
| Optimization | Thang 2 | ROAS cai thien, bat dau on dinh | ROAS, CPA |
| Scale | Thang 3+ | ROAS on dinh, tang ngan sach co kiem soat | ROAS duy tri, Revenue tang |
| Mature | Thang 6+ | he thong tu chay, co data du de forecast | LTV, Retention, Organic % |
| Quy tac | Giai thich |
|---|---|
| 2 tuan dau = mat tien | Day la chi phi hoc — dung hoang, dung tat ads |
| ROAS Base dat o thang 2 | Thang 1 la thang test — khong danh gia ROAS thang 1 |
| Tang ngan sach toi da 20%/tuan | Tang nhanh hon = performance giam, CPM tang |
| ROAS giam 30% khi scale | Binh thuong — audience rong hon = ti le chuyen doi thap hon |
| Retarget ROAS cao gap 2–3x Prospecting | Dung de nham, retarget luon la kenh ROAS tot nhat |
00-ke-hoach-mkt truoc, roi quay lai tinh KPI03-danh-gia-hieu-suat hoac 07-bao-cao-marketing08-nghien-cuu-doi-thu09-insight-khach-hang13-phan-tich-du-lieuTruoc khi giao bao cao, kiem tra:
npx claudepluginhub minhnv0807/ai-business-skills --plugin ai-business-skillsCalculates marketing budget via reverse KPI method (revenue → spend or spend → revenue) with region-specific benchmarks and 3-scenario sensitivity analysis.
Calculates marketing ROI with multi-touch attribution models. Use for campaign ROAS, CAC, CPL, LTV, and channel-level performance analysis.
Helps calculate minimum and target ROAS (Return on Ad Spend) for paid campaigns, grounded in business margins, overhead, and LTV. Use when configuring Smart Bidding or setting campaign profitability goals.