10-reverse-kpi-global
Installation
SKILL.md
Reverse KPI Calculation (Global)
Calculate marketing budget by working backward from revenue goal — or forward from available spend to expected revenue. Universal math; currency and benchmark numbers vary per region (US/EU/SEA/LATAM).
For newbies — Read this first
If you've never run a reverse KPI calc:
- Reverse KPI = working backward from a goal. Instead of "I'll spend $5K and see what happens," you say "I want $50K in revenue, so I need X impressions, Y leads, Z customers — therefore the budget is $W."
- It works in two directions:
- Backward: Revenue target → required spend (when you have a goal)
- Forward: Available spend → expected revenue (when you have a budget)
- You always run 3 scenarios. Pessimistic (worst case), Realistic (base case), Optimistic (best case). One number is dangerous — three numbers force you to stress-test.
- Conversion rates are the leverage. Small changes in conversion (e.g., 50% → 55%) cascade up the funnel and change your budget significantly.
- Currency matters. A 5% margin in USD is different in EUR, BRL, or VND. Always pick the right region variant for your benchmarks.
- Don't trust round numbers. "100 leads" is suspicious — real funnels produce odd numbers like 87 or 213.
- Time horizon affects budget. A $50K monthly target needs different planning than a $50K annual target. Always specify the period.