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:

  1. 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."
  2. 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)
  3. 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.
  4. Conversion rates are the leverage. Small changes in conversion (e.g., 50% → 55%) cascade up the funnel and change your budget significantly.
  5. Currency matters. A 5% margin in USD is different in EUR, BRL, or VND. Always pick the right region variant for your benchmarks.
  6. Don't trust round numbers. "100 leads" is suspicious — real funnels produce odd numbers like 87 or 213.
  7. Time horizon affects budget. A $50K monthly target needs different planning than a $50K annual target. Always specify the period.
Installs
14
GitHub Stars
475
First Seen
May 17, 2026
10-reverse-kpi-global — minhnv0807/ai-business-skills