Skillquality 0.62

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

Price
free
Protocol
skill
Verified
no

What it does

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

Benchmark Vietnam 2025–2026

Ti le chuyen doi theo nganh

BuocTrung binh chungBeauty & SpaF&BEducationE-commerceBDS
Mess→Lead50–60%55–65%45–55%40–50%N/A35–45%
Lead→Booking50–60%55–65%40–55%N/AN/A10–20%
Booking→Customer30–40%40–55%N/A5–15%1–3%5–15%
Customer→Re-purchase (90d)15–25%20–35%25–40%N/A10–20%N/A

CPMess / CPL theo kenh

KenhCPMess KemCPMess TBCPMess TotCPMess Xuat sac
Meta (Facebook + IG)>40K25–40K18–25K<18K
TikTok>45K28–45K20–28K<20K
Google (CPL)>200K85–150K50–85K<50K
Zalo (CPMess broadcast)N/A~500d/mess~300d/mess<200d/mess

Luu y mua vu

Thoi diemAnh huong CPM
Tet Nguyen Dan (T1–T2)+30–50%
Black Friday / 11.11 / 12.12+20–30%
He (T6–T8)+10–15%
Thang binh thuongBaseline

Bang tinh 3 kich ban

Cau truc 3 kich ban

Chi soPessimistic (Xau)Base (Co so)Optimistic (Tot)
CPMessTB nganh + 30%TB nganhTB nganh - 20%
Mess→LeadTB nganh - 15%TB nganhTB nganh + 15%
Lead→BookingTB nganh - 10%TB nganhTB nganh + 10%
Booking→CustomerTB nganh - 10%TB nganhTB nganh + 10%

Template bang tinh (vi du: Spa, AOV 500K, muc tieu 200 trieu/thang)

BuocPessimisticBaseOptimistic
Doanh thu muc tieu200,000,000200,000,000200,000,000
AOV500,000500,000500,000
So don can400400400
Booking→Customer36%45%55%
So booking can1,111889727
Lead→Booking47%60%69%
So lead can2,3641,4811,054
Mess→Lead47%60%69%
So tin nhan can5,0302,4691,527
CPMess39,00030,00024,000
Ngan sach ads196,170,00074,070,00036,648,000
ROAS du kien1.02x2.70x5.46x

Doc ket qua

  • Pessimistic: Can ~196 trieu ads cho 200 trieu doanh thu — ROAS <1, lo
  • Base: Can ~74 trieu ads — ROAS 2.7x, chap nhan duoc
  • Optimistic: Can ~37 trieu ads — ROAS 5.5x, rat tot

Dung so Base de lap ke hoach. Dung so Pessimistic de du phong. Dung so Optimistic de dat muc tieu toi uu.


Sensitivity Analysis (Phan tich do nhay)

Bien nao anh huong nhieu nhat? Tang/giam 10% moi bien va xem ngan sach thay doi bao nhieu:

Template

BienGia tri BaseThay doi +10%Ngan sach moiThay doi ngan sach
CPMess30K33K+10%Truc tiep 1:1
Mess→Lead60%66%-9%Anh huong lon
Lead→Booking60%66%-9%Anh huong lon
Booking→Customer45%49.5%-9%Anh huong lon
AOV500K550K-9% (it don hon)Gian tiep

Nhan dinh

Quy tac 80/20: Thuong 2 bien anh huong nhieu nhat la:

  1. CPMess — phu thuoc creative + targeting → toi uu bang A/B test ads
  2. Mess→Lead — phu thuoc chat luong tu van → toi uu bang script chot + toc do reply

Bien de cai thien nhat: [Xep hang tu de den kho]

BienMuc do cai thienCach cai thien
CPMessDe — test creativeA/B test 3–5 creative/tuan, doi hook, doi format
Mess→LeadDe — cai scriptTraining team, script chuan, reply <5 phut
Lead→BookingTrung binh — cai quy trinhFollow-up 3 lan, noi dung nurture, uu dai
Booking→CustomerKho — cai trai nghiemChat luong dich vu, first impression, upsell

Break-even (Diem hoa von)

Cong thuc

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

Template break-even

Hang mucGia 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/donAOV - Chi phi bien doi = [X]
Break-even donTong CF co dinh / Loi nhuan moi don = [X don]
Break-even ngayBreak-even don / 30 = [X ngay]

Danh gia

Ket quaY nghiaHanh dong
Break-even < 50% so don du kienAn toan — du bien do loi nhuanCo the scale ngan sach
Break-even = 50–80% so don du kienChat — it du bien doToi uu chi phi truoc khi scale
Break-even > 80% so don du kienRui ro cao — de loGiam chi phi hoac tang AOV

Phan bo ngan sach theo giai doan

4 giai doan chien dich

Giai doan% Ngan sachThoi gianMuc dichKPI chinh
Teasing15%Tuan 1Gay to mo, xay awarenessReach, Video View, Save
Bung nhe20%Tuan 2Test creative, thu lead dau tienCPMess, Lead, A/B test
Bung manh40%Tuan 3–4Scale creative thang, chot donROAS, So don, Revenue
Duy tri25%Tuan 5+Retarget, nurture, re-purchaseCPA, LTV, Retention

Template phan bo

Vi du: Ngan sach 80 trieu/thang

Giai doan%So tienTuanNgan sach/ngay
Teasing15%12,000,000Tuan 1 (7 ngay)1,714,000/ngay
Bung nhe20%16,000,000Tuan 2 (7 ngay)2,286,000/ngay
Bung manh40%32,000,000Tuan 3–4 (14 ngay)2,286,000/ngay
Duy tri25%20,000,000Tuan 5+ (con lai)Tuy so ngay

Phan bo ngan sach theo kenh

Khuyen nghi theo nganh

KenhBeauty/SpaF&BEducationE-commerceBDS
Meta (Facebook + IG)50–60%40–50%45–55%35–45%50–60%
TikTok25–35%30–40%20–30%35–45%10–20%
Google10–15%5–10%20–30%15–20%25–35%
Zalo OA5–10%5–10%5–10%0–5%5–10%

Nguyen tac phan bo

  1. Kenh da chung minh hieu qua → 60–70% ngan sach. Khong dan deu.
  2. Kenh moi / test → 15–20% ngan sach. Du de co du lieu, khong qua nhieu de mat tien.
  3. Retarget → 10–15% ngan sach. Nham lai nguoi da tuong tac — thuong ROAS cao nhat.
  4. Chuyen kenh khi ROAS < 2x sau 2 tuan. Khong cho doi qua lau.

Template phan bo thang

Kenh% Ngan sachSo tienKPI muc tieuKPI do luong
Meta — Reach/Awareness[X]%Reach, Video ViewCPM, CPV
Meta — Conversion[X]%Mess, LeadCPMess, CPL
Meta — Retarget[X]%Don hangROAS, CPA
TikTok — Reach[X]%View, FollowerCPV, Cost/Follower
TikTok — Conversion[X]%Mess, LeadCPMess
Google — Search[X]%Click, LeadCPC, CPL, Conv rate
Zalo OA[X]%Read, ClickCost/mess, Read rate
Tong100%

ROI Projection Timeline

Khi nao thay ket qua?

Giai doanThoi gianKy vongChi so theo doi
TestingTuan 1–2Chua co don, dang test creative + audienceCPM, CTR, CPMess
First resultsTuan 3–4Don dau tien, ROAS con thapSo mess, so lead, don dau
OptimizationThang 2ROAS cai thien, bat dau on dinhROAS, CPA
ScaleThang 3+ROAS on dinh, tang ngan sach co kiem soatROAS duy tri, Revenue tang
MatureThang 6+he thong tu chay, co data du de forecastLTV, Retention, Organic %

Quy tac ngon tay cai

Quy tacGiai thich
2 tuan dau = mat tienDay la chi phi hoc — dung hoang, dung tat ads
ROAS Base dat o thang 2Thang 1 la thang test — khong danh gia ROAS thang 1
Tang ngan sach toi da 20%/tuanTang nhanh hon = performance giam, CPM tang
ROAS giam 30% khi scaleBinh thuong — audience rong hon = ti le chuyen doi thap hon
Retarget ROAS cao gap 2–3x ProspectingDung de nham, retarget luon la kenh ROAS tot nhat

Cross-reference

  • Can ke hoach tong the chua? → Dung 00-ke-hoach-mkt truoc, roi quay lai tinh KPI
  • Can bao cao hieu suat hien tai de dieu chinh? → Dung 03-danh-gia-hieu-suat hoac 07-bao-cao-marketing
  • Can biet doi thu chi bao nhieu? → Dung 08-nghien-cuu-doi-thu
  • Can hieu khach hang de tinh ti le chuyen doi chinh xac hon? → Dung 09-insight-khach-hang
  • Can phan tich du lieu sau khi chay? → Dung 13-phan-tich-du-lieu

Checklist chat luong

Truoc khi giao bao cao, kiem tra:

  • Da xac dinh dung huong tinh (nguoc tu doanh thu hay xuoi tu ngan sach)
  • Benchmark dung nganh, dung kenh — khong dung so chung
  • Co du 3 kich ban: Pessimistic, Base, Optimistic
  • Sensitivity analysis chi ra bien nao anh huong nhieu nhat + cach cai thien
  • Break-even duoc tinh va danh gia muc do rui ro
  • Phan bo ngan sach theo giai doan co timeline cu the (tuan/thang)
  • Phan bo kenh co ty le phu hop voi nganh va muc tieu
  • ROI timeline thuc te — khong hua ROAS cao tu tuan 1
  • Tong ngan sach khop giua cac bang (giai doan + kenh + tong = khop nhau)
  • Co ghi chu mua vu neu chien dich roi vao dip dac biet (Tet, 11.11, etc.)

Capabilities

skillsource-minhnv0807skill-10-tinh-kpi-nguoctopic-agent-skillstopic-ai-agentstopic-ai-avatartopic-anthropictopic-chatgpttopic-claude-codetopic-claude-plugintopic-content-marketingtopic-copilottopic-cursortopic-dropshippingtopic-gemini

Install

Quality

0.62/ 1.00

deterministic score 0.62 from registry signals: · indexed on github topic:agent-skills · 341 github stars · SKILL.md body (10,781 chars)

Provenance

Indexed fromgithub
Enriched2026-05-11 06:54:36Z · deterministic:skill-github:v1 · v1
First seen2026-05-11
Last seen2026-05-11

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