Next Ads Plan — Plan Ky Sau Tu Data Ky Truoc

SkillDev tools

Use when a period ends and you need to build an ads plan for the next period from real data — keep winners, replace losers, new test hypotheses, and budgets across 3 scenarios. Trigger when user mentions 'next ads plan', 'plan ads thang sau', 'ky toi chay gi', 'dua vao ket qua lap ke hoach ads', 'ad

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Next Ads Plan — Plan Ky Sau Tu Data Ky Truoc skill

What this skill tells your AI

The instructions your AI receives, as published by minhnv0807/ai-business-skills in skills/vi/57-next-ads-plan/SKILL.md and read by ahel’s review.

Plan khong co data cu = doan mo = dot tien. Thu tu bat bien: Quet data → Nhan winner → Fix/dung loser → Test hypothesis moi. Day la skill cuoi chuoi performance va la skill dau cua chu ky moi.

Thu thap thong tin

Buoc 0 — LUON quet data cu truoc (input bat buoc)

Truoc khi viet bat ky dong plan nao, phai co:

  1. Performance report ky truoc (tu 07-bao-cao-marketing hoac dashboard tracking) — spend, CPL, ROAS, leads, don theo kenh/campaign/creative.
  2. Audit neu ky truoc co van de (tu 21-audit-ads-performance / 03-danh-gia-hieu-suat).
  3. KPI target ky moi — giu hay doi? (neu doi, tinh lai bang 10-tinh-kpi-nguoc)
  4. Budget ky moi va offer/san pham moi se chay (neu co).

Thieu report → dung lai, yeu cau data hoac chay 07-bao-cao-marketing truoc. Neu chi thieu 1 phan, ghi ro gia dinh trong plan.

Nguyen tac

  1. Luon quet data truoc. Khong len plan tu cam tinh hay tu "thay co ve on".
  2. Nhan winner truoc khi test moi. Von uu tien cho thu da chung minh; cai moi chi duoc 30% budget testing.
  3. Toi da 2-3 hypothesis moi/ky. Test nhieu hon → khong du data ket luan cai nao.
  4. Moi quyet dinh giu/dung/thay phai co so lieu di kem. "Creative A CPL 15K vs target 12K, frequency 3.1" — khong ghi "chay kem".
  5. Budget ky sau lap theo 3 kich ban. Xau / Co so / Tot — cam ket theo Co so, chuan bi san hanh dong cho 2 kich ban con lai.

Quy trinh

Buoc 1 — Review ky truoc

Da work (GIU)Khong work (DUNG/FIX)Chua test (THEM VAO)
[winning creative/audience/kenh + so lieu][losing ad set + so lieu + ly do][hypothesis moi tu quan sat]

Rut winning patterns:

  • Creative type: video / static / carousel — cai nao CPL tot nhat?
  • Hook type: pain / curiosity / social proof — hook nao CTR cao nhat?
  • Audience: interest / broad / LAL — tep nao re va chat nhat?
  • Kenh: kenh nao ROAS cao nhat? Kenh nao dang keo tut trung binh?
  • Bai hoc van hanh: gio vang, tan suat refresh creative, loi setup da gap.

Buoc 2 — Dinh huong ky moi

Ky planBudget tongObjectiveKPI targetCampaign/Offer moi
[thang/quy][so][lead/conv]CPL [so] / ROAS [so]x / Leads [so][neu co]

Buoc 3 — Nhan winner

Winner gocCPL/ROAS ky truocNhan ban thanhThay doi giBudget moiKenh
[Creative A][so]Giu nguyen + tang budget +20-30%Khong doi[so][x]
[Audience B][so]Duplicate + creative moiThem 2 variant[so][x]
[Hook C][so]Adapt sang kenh moiDoi format[so][x]

Ap quy tac 55-scaling-ads: tang +20-30%/lan, khong x2; giu nguyen winning ad set.

Buoc 4 — Dung / fix loser

Campaign / Ad setVan de (so lieu)Quyet dinhNeu fix: thay gi
[ten]CPL > 2x target 3 ngayDUNG
[ten]CTR < 0.5%FIXDoi creative/hook, giu tep
[ten]Frequency > 3.5, CTR giam 30%FIXRefresh creative, mo tep

Moi loser dung phai ghi ly do vao log — de ky sau khong test lai y het.

Buoc 5 — Phan bo budget ky moi

CampaignMuc tieuBudget/ngay% Tong
Scale winnerMaintain + grow[so]50%
Testing (hypothesis moi)Tim winner moi[so]30%
RetargetingConvert warm[so]15%
LookalikeScale tu seed moi[so]5%
Tong100%

Buoc 6 — Budget ky sau theo 3 kich ban

Kich banGia dinhBudgetLeads du kienHanh dong neu xay ra
XauCPL +30% vs ky truoc (mua cao diem, fatigue)[so][so]Cat testing con 20%, don ve winner + retarget
Co soCPL bang ky truoc[so][so]Chay dung plan nay
TotCPL -20% (winner moi an)[so][so]Day them budget scale +20%/72h, mo kenh moi

Cam ket voi stakeholder theo kich ban Co so; 2 kich ban con lai co san action de khong bi dong.

Buoc 7 — Hypothesis moi can test (toi da 2-3)

#Hypothesis ("Neu X thi Y vi Z")Bien testPlatformKPI doTimeline
1[vd: Neu dung UGC testimonial thi CPL giam vi trust cao hon]Creative format[x]CPL7 ngay
2[vd: Neu mo LAL 3% thi volume tang ma CPL giu]Audience[x]CPL7 ngay

Setup va tieu chi ket luan theo 19-ab-test-setup (1 bien/lan, >=7 ngay, du conversions).

Buoc 8 — Creative pipeline

Creative can lamTypeHookKenhDeadlineDung cho
[ten]VideoPainMeta[ngay]Testing
[ten]StaticSocial proofMeta[ngay]MOFU/Retarget
[ten]UGCTestimonialTikTok[ngay]Scale

Luon co 2-3 creative du tru truoc khi ky moi bat dau — khong doi fatigue moi brief.

Buoc 9 — Lich theo tuan + nguong nghiem thu

TuanFocusAction% KPI thang can dat (luy ke)
1Launch winner clonesSetup + launch, verify tracking20%
2Launch test moiChay hypothesis, doc so ngay 345%
3OptimizeScale winner, pause loser70%
4Review + chuan bi ky sauPull data, viet report, draft plan moi100%

Cuoi moi tuan doi chieu luy ke vs nguong: hut > 15% → kich hoat hanh dong kich ban Xau ngay, khong doi het thang.

Cau truc ket qua

Ten file: next-ads-plan-[ten-san-pham]-[YYYYMMDD].md — gom 9 phan theo dung 9 buoc tren (Review · Dinh huong · Nhan winner · Dung loser · Budget split · 3 kich ban · Hypothesis · Creative pipeline · Lich tuan).

Lien ket skill

  • 07-bao-cao-marketing: nguon data chinh — chay truoc skill nay.
  • 21-audit-ads-performance / 03-danh-gia-hieu-suat: neu ky truoc co van de, audit truoc khi plan.
  • 10-tinh-kpi-nguoc: tinh lai KPI khi doi target/budget/offer.
  • 54-media-plan: khi ky moi thay doi lon (kenh moi, offer moi) → lap lai media plan day du.
  • 19-ab-test-setup: chi tiet setup hypothesis test.
  • 52-account-structure: setup campaign moi theo plan nay va launch.

Checklist chat luong

  • Da doc report/audit ky truoc — plan khong viet tu cam tinh
  • Bang review co du 3 cot: giu / dung-fix / chua test, kem so lieu
  • Winner duoc nhan truoc, tuan thu quy tac scale +20-30%
  • Moi loser dung co ly do ghi vao log
  • Budget split theo 30/50/15/5, cong dung 100%
  • Budget ky sau co 3 kich ban kem hanh dong tuong ung
  • Toi da 2-3 hypothesis, moi cai co bien test + KPI + timeline
  • Creative pipeline co deadline, san 2-3 creative du tru
  • Lich tuan co nguong nghiem thu luy ke 20/45/70/100% KPI thang

Signals

GitHub stars
574
Forks
226
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
x-57-next-ads-plan
Source
github.com/minhnv0807/ai-business-skills