Phan tich doi thu canh tranh 3 tang (truc tiep, gian tiep, thu cap) — dinh vi, SWOT, content benchmark, tim khoang trong thi truong
npx skills add https://github.com/minhnv0807/ai-business-skills --skill 08-nghien-cuu-doi-thu
Hoi user toi da 4 cau sau truoc khi bat dau:
> Xem huong dan setup: skills/references/mcp-ads-integration.md
> Meta Official MCP: https://mcp.facebook.com/ads — setup 5 phut qua claude.ai/settings/integrations
Facebook Ads Library MCP (facebook-ads-library-mcp) cho phep tu dong:
| Chuc nang | Mo ta |
|-----------|-------|
| Search quang cao doi thu | Tim tat ca ads dang chay cua 1 brand theo ten page |
| Phan tich creative | AI phan tich hook, format, tone, CTA cua tung ad |
| Competitor discovery | Tu dong tim doi thu tuong tu trong nganh |
| Spend estimation | Uoc tinh ngan sach quang cao cua doi thu |
| Trend monitoring | Theo doi thay doi chien dich theo thoi gian thuc |
| Market gap | So sanh nhieu brand → tim khoang trong |
Cach dung:
facebook-ads-library-mcp (can Facebook access token voi ads_read)> Luu y: Ads Library MCP chi cho phep XEM quang cao cong khai cua doi thu — khong truy cap data noi bo (spend chinh xac, targeting, conversion). Spend chi la uoc tinh.
Neu da ket noi Meta Official MCP (mcp.facebook.com/ads), co the bo sung nghien cuu doi thu bang data chinh thuc:
| Tool | Dung cho |
|------|---------|
| ads_insights_advertiser_context | Data boi canh nganh va khu vuc — biet "san choi" rong the nao |
| ads_insights_industry_benchmark | CPM, CTR, CPC trung binh nganh — benchmark de so sanh |
| ads_insights_auction_ranking_benchmarks | Quality ranking, engagement ranking cua MINH vs doi thu trong dau gia |
Ket hop 2 nguon:
Ads Library MCP → Xem creative + strategy doi thu (QUAN SAT)
Meta Official MCP → So sanh metrics cua minh vs nganh (DO LUONG)
→ Gap analysis chinh xac hon: biet doi thu lam gi + biet minh dang o dau so voi trung binh
Phan loai doi thu thanh 3 nhom — khong chi nhin doi thu truc tiep:
| Tang | Dinh nghia | Tieu chi | Vi du (Spa trung cap) |
|------|-----------|----------|----------------------|
| Truc tiep | Cung phan khuc, cung loai hinh, cung doi tuong | Cung gia, cung dich vu, cung khu vuc | Spa B cung pho, gia tuong tu |
| Gian tiep tiem nang | Khac loai hinh nhung thay the duoc | Khach hang co the chon ho thay vi ban | Tham my vien, skincare tai nha, may lam dep gia dinh |
| Thu cap | Cung loai hinh nhung khac phan khuc gia | Canh tranh khi khach thay doi ngan sach | Spa cao cap (khach ha budget), spa binh dan (khach nang cap) |
Voi moi doi thu, phan tich 8 khia canh:
| Yeu to | Noi dung |
|--------|---------|
| Thong diep chinh | [Slogan, tagline, loi hua thuong hieu] |
| Phong cach hinh anh | [Tone mau, kieu anh, chat video] |
| Phan khuc gia | [Thap / Trung / Cao / Cao cap] |
| Doi tuong muc tieu | [Gioi tinh, tuoi, thu nhap, so thich] |
| USP tuyên bo | [Ho noi ho khac biet gi?] |
| Diem manh | Diem yeu |
|-----------|----------|
| [Liet ke 3–5 diem] | [Liet ke 3–5 diem] |
| Chi so | Gia tri |
|--------|---------|
| Kenh chinh | [Facebook / TikTok / Instagram / YouTube / Zalo] |
| Tan suat dang | [X bai/tuan] |
| Dinh dang uu tien | [Video ngan / Carousel / Bai viet dai / Reels] |
| Tone of voice | [Chuyen nghiep / Than thien / Hai huoc / Giao duc] |
| Goc do noi dung | [TOFU X% / MOFU X% / BOFU X%] |
| Noi dung hieu qua nhat | [Top 3 bai/video cao tuong tac nhat] |
| Kenh | Co / Khong | Follower / Like | Danh gia hoat dong |
|------|-----------|----------------|-------------------|
| Facebook Page | | | |
| TikTok | | | |
| Instagram | | | |
| YouTube | | | |
| Zalo OA | | | |
| Website | | | |
| Email | | | |
Phuong phap uoc tinh (khong can chinh xac tuyet doi):
| Dau hieu | Cach doc |
|----------|---------|
| So bai sponsored/thang | Dem bai co nhan "Sponsored" trong Facebook Ad Library |
| Luong video ads tren TikTok | Dung TikTok Creative Center → Top Ads → loc theo nganh |
| Traffic website | Dung SimilarWeb (free tier) hoac Semrush |
| So luong KOL/UGC | Dem so video co ten thuong hieu tren TikTok |
| Chi so uoc tinh | Gia tri |
|-----------------|---------|
| So ads dang chay (Facebook Ad Library) | [X ads] |
| Ngan sach ads uoc tinh/thang | [X trieu — dua tren so ads x CPM trung binh] |
| Co UGC/KOL khong? | [Co/Khong — neu co, uoc tinh X nguoi] |
| Yeu to | Muc do trung lap |
|--------|-----------------|
| Dia ly | [Cao / Trung binh / Thap] |
| Do tuoi | [Cao / Trung binh / Thap] |
| Thu nhap | [Cao / Trung binh / Thap] |
| So thich | [Cao / Trung binh / Thap] |
| Kenh su dung | [Cao / Trung binh / Thap] |
| San pham/dich vu | Gia doi thu | Gia cua ban | Chenh lech |
|-----------------|------------|-------------|-----------|
| [SP 1] | | | |
| [SP 2] | | | |
| [SP 3] | | | |
| Doi thu | Muc do de doa | Ly do |
|---------|--------------|-------|
| [Ten] | Cao / Trung binh / Thap | [1 cau ngan] |
| | Tich cuc | Tieu cuc |
|---|---|---|
| Ben trong | STRENGTHS — Diem manh cua ban ma doi thu khong co hoac yeu hon | WEAKNESSES — Diem yeu cua ban ma doi thu dang khai thac |
| Ben ngoai | OPPORTUNITIES — Khoang trong thi truong doi thu chua chiem | THREATS — Xu huong/hanh dong cua doi thu de doa ban |
Strengths (Diem manh)
| STT | Diem manh | Doi thu nao yeu o diem nay? | Cach phat huy |
|-----|----------|---------------------------|--------------|
| 1 | | | |
| 2 | | | |
| 3 | | | |
Weaknesses (Diem yeu)
| STT | Diem yeu | Doi thu nao manh o diem nay? | Cach khac phuc |
|-----|---------|---------------------------|---------------|
| 1 | | | |
| 2 | | | |
| 3 | | | |
Opportunities (Co hoi)
| STT | Co hoi | Tai sao doi thu chua lam? | Hanh dong de xuat |
|-----|--------|--------------------------|-------------------|
| 1 | | | |
| 2 | | | |
| 3 | | | |
Threats (Moi de doa)
| STT | De doa | Tu doi thu nao? | Cach phong thu |
|-----|--------|-----------------|---------------|
| 1 | | | |
| 2 | | | |
| 3 | | | |
Ma tran 2x2 — chon 2 truc phu hop voi nganh:
CHAT LUONG CAO
|
|
Doi thu C | [BAN]
(gia re, | (gia vua,
chat tot) | chat tot)
|
------- THAP -------- CAO ---- GIA
|
Doi thu A | Doi thu B
(gia re, | (gia cao,
chat thap)| chat thap)
|
CHAT LUONG THAP
| Truc X (ngang) | Truc Y (doc) | Phu hop voi nganh |
|---------------|-------------|-------------------|
| Gia | Chat luong cam nhan | Spa, F&B, thoi trang |
| Truyen thong vs Hien dai | Dai chung vs Niche | Giao duc, cong nghe |
| Tien loi vs Trai nghiem | Binh dan vs Cao cap | F&B, ban le |
| Online vs Offline | Tu phuc vu vs Full service | Dich vu, SaaS |
Huong dan doc ban do:
| Loai khoang trong | Cau hoi kiem tra | Phat hien |
|-------------------|-----------------|-----------|
| Khoang trong san pham | Co nhu cau nao khach dang tu giai quyet (DIY) ma chua ai phuc vu? | |
| Khoang trong gia | Co phan khuc gia nao chua co ai chiem? (giua binh dan va cao cap) | |
| Khoang trong kenh | Co kenh nao doi thu bo ngo? (Zalo? Email? TikTok Shop? SEO?) | |
| Khoang trong noi dung | Co goc do noi dung nao chua ai lam? (behind scenes? giao duc? data?) | |
| Khoang trong trai nghiem | Co buoc nao trong hanh trinh khach hang chua ai lam tot? | |
| Khoang trong | Muc do hap dan (1–5) | Kha thi (1–5) | Uu tien |
|-------------|---------------------|---------------|---------|
| [Gap 1] | | | Cao / Trung binh / Thap |
| [Gap 2] | | | |
| [Gap 3] | | | |
Voi moi doi thu, chon 5 bai/video co tuong tac cao nhat trong 30 ngay gan nhat:
| STT | Doi thu | Dinh dang | Goc do | View/Reach | Engagement | Tai sao hieu qua? |
|-----|---------|----------|--------|-----------|------------|-------------------|
| 1 | | | | | | |
| 2 | | | | | | |
| 3 | | | | | | |
| 4 | | | | | | |
| 5 | | | | | | |
| Pattern | Mo ta | Ap dung cho ban |
|---------|-------|----------------|
| Hook pho bien | [Kieu hook doi thu hay dung] | [Ap dung / Khong ap dung — ly do] |
| Dinh dang manh | [Video/Carousel/Text nao hieu qua?] | |
| Thoi gian dang | [Gio nao, ngay nao?] | |
| CTA hay dung | [Loai CTA nao?] | |
| Yeu to viral | [Diem chung cua content hieu qua?] | |
| Bai hoc | Tu doi thu nao | Ap dung the nao |
|---------|---------------|----------------|
| Format noi dung hieu qua | | [Mo ta cach adapt] |
| Kenh dang tot | | [Mo ta cach trien khai] |
| Cach xu ly khach hang | | [Mo ta cach cai tien] |
| Chien luoc gia | | [Mo ta cach dieu chinh] |
| Dieu khong nen copy | Ly do | Lam gi thay the |
|--------------------|-------|----------------|
| Copy y nguyen noi dung | Mat ban sac, bi so sanh bat loi | Lay y tuong roi adapt theo brand voice cua ban |
| Chay theo gia thap | Cuoc dua ve day, khong ben vung | Canh tranh bang gia tri, khong bang gia |
| Bat chuoc dinh vi | Tro thanh "ban sao re hon" | Tim goc doc, dinh vi khac biet |
| Theo trend ho da lam | Di sau, mat hieu qua | Tim trend moi hoac goc do moi cho trend cu |
| Loai moat | Doi thu co? | Ban co? | Hanh dong |
|-----------|-----------|--------|----------|
| Brand recognition — Khach nho den ho dau tien | | | |
| Network effect — Cang nhieu khach, cang hap dan | | | |
| Switching cost — Khach kho chuyen di | | | |
| Data advantage — Ho co du lieu khach hang lon | | | |
| Content library — Kho noi dung lon, SEO manh | | | |
| Community — Cong dong trung thanh | | | |
| Distribution — He thong phan phoi/kenh manh | | | |
| STT | Hanh dong | Dua tren phat hien | Muc do khan cap | Timeline |
|-----|----------|--------------------|-----------------|---------|
| 1 | | | Cao / Trung binh | Tuan 1–2 |
| 2 | | | | Tuan 2–4 |
| 3 | | | | Thang 2 |
| 4 | | | | Thang 3 |
| 5 | | | | Dai han |
09-insight-khach-hang02-brief-chien-dich05-copy-quang-cao10-tinh-kpi-nguoc00-ke-hoach-mktTruoc khi giao bao cao, kiem tra:
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.
Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.
Take minhnv0807/08-nghien-cuu-doi-thu from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.