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57-next-ads-plan-global

Use when the next period ADS plan must be built from last period results — read the report and the audit, keep and scale winners, stop or fix losers, set new test hypotheses, split budget, plan three budget scenarios, and schedule the creative pipeline. Trigger on 'next month ads plan', 'plan ads from the report', 'what should we run next month', 'Q4 ads plan', 'next quarter media plan', 'the month ended, now what'. Also use when a report and an audit both exist and no decisions have been made. Not for — the first media plan before any data, see `54-media-plan-global`; scoring the account, see `21-ads-audit-global`; the next period CONTENT plan, see `40-next-content-plan-global`.

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git clone --depth 1 https://github.com/minhnv0807/ai-business-skills /tmp/57-next-ads-plan-global && cp -r /tmp/57-next-ads-plan-global/skills/en/57-next-ads-plan-global ~/.claude/skills/57-next-ads-plan-global
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SKILL.md

# Next Ads Plan (Global)

A plan without last period's data is guesswork, and guesswork is expensive. The order never changes: read the data, scale the winners, fix or stop the losers, then test something new. This is the last skill in the performance chain and the first skill of the next cycle.

## Information gathering

### Step 0 — always read the previous period first (mandatory input)

Before writing a single line of plan, you need:

1. **Previous period performance report** from `07-marketing-report-global` or the tracking dashboard: spend, CPA, ROAS, leads, orders, broken out by channel, campaign, creative, and market.
2. **Audit findings** from `21-ads-audit-global` or `03-performance-eval-global` if the previous period had problems.
3. **KPI target for the new period** — unchanged or changed? If changed, recalculate with `10-reverse-kpi-global`.
4. **New period budget and any new offer or product** entering the mix.

Missing the report means stop and either request the data or run `07-marketing-report-global` first. If only part is missing, write the assumption explicitly into the plan.

## Principles

1. **Data before opinion.** Never plan from a feeling that something "seemed fine".
2. **Scale proven winners before funding new ideas.** Capital goes first to what is already working; new tests get the 30% testing slice.
3. **Maximum 2-3 new hypotheses per period.** More than that and no test reaches significance.
4. **Every keep/stop/fix decision carries a number.** "Creative A at $42 CPA against a $30 target, frequency 3.1" — never "it was performing badly".
5. **Plan three budget scenarios.** Commit to the base case; keep prepared actions for the other two.
6. **Adjust for the calendar.** Per `references/benchmarks-global.md`, Q4 CPM runs about 26% above Q1, November peaks around 27% above average, and January is the cheapest month at roughly 21% below. A flat month-over-month plan across a seasonal boundary is already wrong.

## Workflow

### 1. Review the previous period

| Worked (KEEP) | Did not work (STOP/FIX) | Untested (ADD) |
|---------------|-------------------------|----------------|
| [winning creative/audience/channel with numbers] | [losing ad set with numbers and cause] | [new hypothesis from observation] |

Extract the winning patterns:

- Creative type: video, static, carousel, UGC — which produced the best CPA?
- Hook type: pain, curiosity, social proof, demonstration — which produced the best CTR?
- Audience: interest, broad, lookalike, Advantage+ — which was cheapest and highest quality?
- Channel: which delivered the best ROAS, and which dragged the blended average down?
- Market: compare each market against its own tier baseline in `references/benchmarks-global.md`, never against the blended account average.
- Operational lessons: best posting times, creative refresh cadence, setup mistakes to avoid.

### 2. Direction for the new period

| Period | Total budget | Objective | KPI target | New offer or campaign |
|--------|-------------|-----------|-----------|-----------------------|
| [month/quarter] | [amount] | [lead/conversion] | CPA [x] / ROAS [x] / volume [x] | [if any] |

If the target changed, or the offer, price, or market changed, recalculate with `10-reverse-kpi-global` before continuing.

### 3. Multiply the winners

| Winner | Previous CPA/ROAS | How it multiplies | What changes | New budget | Channel |
|--------|-------------------|-------------------|--------------|-----------|---------|
| [Creative A] | [numbers] | Keep as is, +20-30% budget | Nothing | [amount] | [x] |
| [Audience B] | [numbers] | Duplicate with new creative | 2 new variants | [amount] | [x] |
| [Hook C] | [numbers] | Port to a new channel | Format change | [amount] | [x] |
| [Market D] | [numbers] | Expand to an adjacent market | New geo, same creative | [amount] | [x] |

Apply the `55-scaling-ads-global` rules: +20-30% per step, never double, do not edit the winning ad set.

### 4. Stop or fix the losers

| Campaign / ad set | Problem (with numbers) | Decision | If fixing: what changes |
|-------------------|------------------------|----------|-------------------------|
| [name] | CPA above 2x target for 3 days | STOP | — |
| [name] | CTR far below the median band | FIX | New creative and hook, keep the audience |
| [name] | Frequency 3.5+, CTR down 30% | FIX | Refresh creative, widen the audience |
| [name] | Good CTR, poor CVR | FIX | Landing page or offer, not the ad |

Use the diagnostic order from `references/benchmarks-global.md`: weak CTR is a creative problem; good CTR with weak CVR is a landing page or offer problem; good CVR with weak ROAS is a margin or AOV problem. Every stopped item gets a logged reason so nobody retests the same thing next period.

### 5. Budget split for the new period

| Campaign | Purpose | Daily budget | % of total |
|----------|---------|-------------|-----------|
| Scale winners | Maintain and grow | [amount] | 50% |
| Testing (new hypotheses) | Find the next winner | [amount] | 30% |
| Retargeting | Convert warm and hot | [amount] | 15% |
| Lookalike | Open new pools from fresh seeds | [amount] | 5% |
| **Total** | | | **100%** |

### 6. Three budget scenarios

| Scenario | Assumption | Budget | Expected volume | Action if it happens |
|----------|-----------|--------|-----------------|----------------------|
| Downside | CPA up 30% (seasonal peak, creative fatigue, auction pressure) | [amount] | [number] | Cut testing to 20%, concentrate on winners and retargeting |
| Base | CPA holds at last period | [amount] | [number] | Run this plan as written |
| Upside | CPA down 20% (a new winner lands) | [amount] | [number] | Push scaling +20% per 72h, open a new channel or market |

If the new period crosses into Q4, build the downside scenario as the default assumption rather than the exception — the seasonal CPM lift is documented, not speculative. Commit to the base scenario with stakeholders; keep prepared actions for the other two so n
00-ke-hoach-mktSkill

Ke hoach Fullstack Marketing — master skill tong hop chien luoc, noi dung, trien khai, hieu suat, va timeline. Goi cac skill con de hoan thien output.

00-marketing-plan-globalSkill

Use when the user needs an overall marketing plan for a period — objectives, segments, positioning, channel mix, content direction, budget, timeline, KPIs, and a risk matrix, adapted to US, EU, SEA, or LATAM. Trigger on 'marketing plan', 'marketing strategy for next year', 'go-to-market roadmap', 'plan for Q3', 'we have no marketing plan', 'where should we spend next quarter'. Also use when a founder only says the business needs to grow and has no idea which channel to start with. Not for — one specific campaign, see `02-campaign-brief-global`; working backward from a revenue goal to spend, see `10-reverse-kpi-global`; splitting a budget across channels and months, see `61-budget-planning-global`; taking a brand new product to market, see `59-go-to-market-global`.

01-content-calendar-globalSkill

Use when the user needs a monthly or weekly content calendar — posting schedule per channel, funnel ratio, content pillars, repurposing matrix, and an owner per slot. Trigger on 'content calendar', 'posting schedule', 'what should we post this month', 'editorial calendar', 'social media plan', 'we post randomly with no plan'. Also use when the user only says the team keeps running out of things to post. Not for — the brief for one specific post, see `36-content-brief-global`; the caption text itself, see `37-social-caption-global`; deciding next period content from last period data, see `40-next-content-plan-global`; a paid campaign timeline, see `02-campaign-brief-global`.

01-lich-noi-dungSkill

Lich noi dung thang — len lich dang bai da kenh voi ti le pheu, content pillar, repurposing matrix, va scoring tieu chi.

02-brief-chien-dichSkill

Brief chien dich marketing — 9 phan day du tu Context den Risk, bao gom creative direction, RACI, budget allocation theo phase, va auto-trigger cac skill lien quan.

02-campaign-brief-globalSkill

Use when a specific campaign needs a brief the whole team can execute from — context, objective, audience, core message, creative direction, channels, deliverables, week-by-week timeline, approval gates, and risks. Trigger on 'campaign brief', 'creative brief', 'launch brief', 'brief the team on this campaign', 'we are running a promo next month', 'what is the plan for this campaign'. Also use when the user describes a promotion out loud and asks for something the team can actually run. Not for — the whole period plan, see `00-marketing-plan-global`; the list of design files needed, see `41-campaign-asset-list-global`; assigning work to one person, see `64-team-brief-global`; a new product launch sequence, see `59-go-to-market-global`.

03-danh-gia-hieu-suatSkill

Danh gia hieu suat marketing — audit performance ads va organic, chan doan root cause, de xuat toi uu voi action plan 48h va checklist hang tuan.

03-performance-eval-globalSkill

Use when marketing numbers look bad and the user needs to know WHY — layered root-cause diagnosis across tracking, delivery, creative, landing page, offer, and audience quality, 5-Whys, regional benchmarks for US, EU, SEA, and LATAM, and a 48-hour action plan. Covers dropshipping ROAS and BE-ROAS. Trigger on 'why is CPA so high', 'my ads are not converting', 'ROAS dropped', 'we are burning budget', 'performance is bad this month', 'diagnose the funnel'. Also use when the user pastes a screenshot of numbers with no question attached. Not for — auditing account configuration and scoring health, see `21-ads-audit-global`; writing a report someone else reads, see `07-marketing-report-global`; turning a raw export into insight, see `13-data-analysis-global`.