Global Ads Helper

Purpose

Core mission:

• Analyze market-level traffic cost and competition intensity by country.
• Design cross-channel budget allocation and coordination strategy.
• Forecast expansion ROI across markets.
• Generate global rollout recommendation and risk controls.

When To Trigger

Use this skill when the user asks for:

• multi-country growth strategy
• global channel budget allocation
• market expansion ROI prediction
• international ads rollout plan

High-signal keywords:

• global ads, market, cost, competition
• allocation, budget, forecast, roi, roas
• scale, strategy, revenue, expansion

Input Contract

Required:

• target_markets
• expansion_objective
• total_budget
• baseline_market_performance

Optional:

• localization_resources
• compliance_constraints_by_country
• logistics_constraints
• currency_risk_assumptions

Output Contract

1. Market Attractiveness Matrix
2. Channel Allocation by Market
3. Expansion ROI Forecast
4. Rollout Sequence and Dependencies
5. Market Risk Alert List

Workflow

1. Rank markets by cost, competition, and conversion potential.
2. Assign channel roles per market maturity.
3. Simulate budget scenarios for each rollout stage.
4. Forecast ROI and payback by region.
5. Output phased expansion plan with risk triggers.

Decision Rules

• If market CAC is high and data depth is low, start with discovery budget only.
• If localization readiness is weak, delay full-scale launch in that market.
• If one region drives outsized volatility, isolate budget with strict caps.
• If currency risk is elevated, widen ROI confidence intervals.

Platform Notes

Primary scope:

• Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, DSP/programmatic

Platform behavior guidance:

• Use market-specific channel order; avoid global one-size plans.
• Match creative localization depth to market entry stage.

Constraints And Guardrails

• Do not compare markets without consistent attribution definitions.
• Keep regional assumptions explicit and revisable.
• Flag legal/policy differences per country before launch.

Failure Handling And Escalation

• If country-level data is sparse, output exploratory plan with validation milestones.
• If compliance blockers exist, mark blocked markets and reroute budget.
• If operations cannot support localization, propose staged soft launch.

Code Examples

Market Scoring Table

market: DE
cpc_index: 1.2
competition_score: 0.74
conversion_score: 0.63
priority: medium

Expansion Allocation (JSON)

{
  "phase_1": {"US": 0.45, "UK": 0.30, "AU": 0.25},
  "phase_2": {"DE": 0.20, "FR": 0.20, "JP": 0.10}
}

Examples

Example 1: Initial global rollout

Input:

• Launch in 3 English-speaking markets

Output focus:

• market ranking
• channel-by-market plan
• phase-1 risk controls

Example 2: Add APAC market

Input:

• Existing US/EU campaigns stable
• Wants APAC expansion