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/54-media-plan-global

Use when the user needs a paid media plan: work backwards from revenue to max CPA and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set KPI targets per channel, and prepare a contingency plan. Trigger on 'media plan',

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ai-business-skills
526123 skills6 agents10 MCP
Install
$ npx -y skills add minhnv0807/ai-business-skills --skill 54-media-plan-global --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/54-media-plan-global

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when the user needs a paid media plan: work backwards from revenue to max CPA and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set KPI targets per channel, and prepare a contingency plan. Trigger on 'media plan',

SKILL.md

54-media-plan-global.SKILL.md
name: 54-media-plan-global
description: "Use when the user needs a paid media plan: work backwards from revenue to max CPA and required budget, split spend across channels, funnel stages, and campaign types, build a ramp-up timeline, set KPI targets per channel, and prepare a contingency plan. Trigger on 'media plan', 'ads plan', 'paid media budget', 'budget allocation', 'how much should I spend on ads', 'channel mix', or 'plan a campaign budget'."
metadata:
  version: 1.0.0
  category: performance
license: MIT
triggers:
  - "media plan"
  - "ads plan"
  - "paid media budget"
  - "budget allocation"
  - "how much should I spend on ads"
  - "channel mix"
  - "plan a campaign budget"
  - "paid media strategy"
output: "File .md — full media plan: reverse-calculated KPIs, channel and funnel allocation, campaign-type budget split, ramp-up timeline, KPI targets per channel, and a contingency plan"
related:
  - product-marketing-context-global
  - 10-reverse-kpi-global
  - 51-audience-research-global
  - 53-tracking-setup-global
  - 52-account-structure-global
  - 61-budget-planning-global
  - 57-next-ads-plan-global

Media Plan (Global)

A plan without hard numbers cannot tell you whether you are winning. Every figure in the plan must trace back to a revenue target. Run `10-reverse-kpi-global` for max CPA and required budget before allocating anything.

Information gathering

Read `.agents/product-marketing-context-global.md` plus any output from `51-audience-research-global` and `10-reverse-kpi-global`. If information is missing, ask up to 4 questions:

1. **Which offer, and what is the revenue target?** Target revenue for the period, AOV, and gross margin percentage. 2. **What is the budget?** A hard cap, or a number derived backwards from the revenue target? 3. **Which channels and markets?** Meta / Google Search / TikTok / YouTube / Pinterest / LinkedIn — and which countries. Primary objective? 4. **What is the timeline?** Number of weeks, plus any launch date or seasonal moment that cannot move.

Principles

1. **Work backwards from revenue, never forwards from "the budget we have".** Revenue -> orders -> leads -> max CPA -> budget. If available budget is below required budget, lower the target or lower the CPA. Do not pretend. 2. **Market tier is a planning input, not a detail.** Per `references/benchmarks-global.md`, Tier 1 (US, Canada, Australia, Western EU) costs 6-7x Tier 2 (SEA, LATAM). A campaign profitable at 3x ROAS in a Tier 2 market may need 5-7x in the US for the same unit economics. Plan and report per market. 3. **Season changes the math.** Q1 is the cheapest window (January median CPM $15.74, about 21% below average). November peaks at $25.22, roughly 27% above average. A Q4 plan built on Q1 costs is already wrong. 4. **Spread across the funnel.** Running only bottom-funnel from day one produces high CPA because no trust exists yet. 5. **No blank KPIs.** Every channel gets its own CPA and efficiency target. 6. **Test first, scale second.** Weeks 1-2 are tuition. Do not judge ROAS in week one. 7. **Review weekly and adjust.** The plan is a hypothesis; live data decides.

Workflow

1. Reverse-calculate the KPIs (run `10-reverse-kpi-global`)

Target revenue / AOV        = Orders needed
Orders / close rate         = Leads needed
Max CPA                     = (Revenue x gross margin %) / Leads needed
Break-even ROAS             = 1 / gross margin %
Target ROAS                 = Break-even ROAS x 1.5
Required ad budget          = Leads needed x target CPA

These must exist before step 2: leads needed, max CPA, target CPA, required budget, target ROAS. Build three scenarios (pessimistic / base / optimistic) and plan against base.

Sanity-check the result against `references/benchmarks-global.md`: global Meta medians are CPA $18-38 and ROAS 1.93-2.79. Healthy ROAS rule of thumb is 3x at roughly 30% gross margin, 5x+ for commodity margins, and 1.5x can work for high-margin digital products. If your required CPA sits far below the bottom quartile for your industry and market tier, the plan is not achievable as written.

2. Regional cost baseline

Set the expected cost floor per market before allocating budget:

| Market tier | Examples | Meta CPM | Meta CPC | |-------------|----------|---------:|---------:| | Tier 1 premium | United States | $15-25 | $1.40-1.85 | | Tier 1 | Canada, Australia, UK | $10-22 | $1.10-1.80 | | Tier 1 Western EU | Germany and Western EU, Japan | $5-15 | $0.90-1.50 | | Tier 2 SEA lead | Singapore | $6-12 | $0.70-1.20 | | Tier 2 | Thailand, Malaysia, Indonesia, Philippines | $2-7 | $0.20-0.80 | | Tier 2 LATAM | Brazil and Latin America | $2-6 | $0.30-0.70 |

Full table in `references/benchmarks-global.md`. Never blend Tier 1 and Tier 2 into one reported CPA — the average describes no real campaign.

3. Seasonality adjustment

| Period | Median CPM | vs average | |--------|-----------:|-----------:| | January | $15.74 | -21% | | Q1 average | $18.29 | baseline | | Q2-Q3 | $18-21 | rising | | October | $22 | +10% | | November (peak) | $25.22 | +27% | | December | $22.04 | +11% | | Q4 average | $22.98 | +26% above Q1 |

Planning implications: front-load acquisition into Q1 if cash flow allows; reserve at least 30% more budget for the same volume in Q4, or shift brand spend into Q3. In US election years, political spend displaces commercial inventory and adds roughly 20-40% to CPM in the last 30 days before the vote.

4. Channel allocation

| Channel | % Budget | Amount | Objective | Primary KPI | |---------|---------|--------|-----------|-------------| | Meta | [%] | [amount] | [Lead/Conversion] | CPA, CTR, ROAS | | Google Search | [%] | [amount] | High intent capture | CPA, conversion rate | | TikTok | [%] | [amount] | Video-first prospecting | CPA, view rate | | YouTube | [%] | [amount] | Awareness, consideration | CPM, view rate | | Pinterest | [%] | [amount] | Discovery for home/fashion/DIY | CPA, saves | | LinkedIn

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