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indranilbanerjee
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what-if

Compares side-by-side budget scenarios with ROI projections and deltas across channels.

726|123|Updated Feb 11, 2026
Search Tags:#marketing#scenarios#budget#roi#decision-support#allocation#scenario-analysis
One-click install
npx skills add https://github.com/indranilbanerjee/digital-marketing-pro --skill what-if
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: what-if
Source: https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/what-if
Command: npx skills add https://github.com/indranilbanerjee/digital-marketing-pro --skill what-if

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables rapid comparison of multiple budget allocations to inform strategic marketing decisions.

Core Features & Use Cases

  • Side-by-side comparisons across 2-4 budget variants
  • Lightweight ROI projections with ramp and diminishing returns
  • Quick decision support for planning meetings and stakeholder reviews
  • Uses brand context baseline to calibrate scenario projections

Quick Start

Provide 2-4 named scenarios with budgets and ROI assumptions, then run the what-if analysis to see side-by-side projections.

Frequently Asked Questions about what-if

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compare marketing budget scenarios side-by-side?▼

To compare marketing budget scenarios side-by-side, provide 2 to 4 named budget variants with ROI assumptions. The tool outputs side-by-side projections with deltas against a baseline for rapid decision-making.

What is the best way to evaluate ROI and risk for different channel allocations?▼

Evaluating ROI and risk for channel allocations requires applying point-estimate projections with ramp and diminishing returns. This approach calculates potential returns across 2 to 4 variants to guide strategic choices.

Can I use my brand context baseline to calibrate budget scenario projections?▼

Yes, you can use brand context baseline to calibrate budget scenario projections. The analysis accepts a named baseline from brand context to ground its lightweight ROI projections for accurate comparisons.

How many budget variants can I compare in a single scenario analysis?▼

You can compare 2 to 4 budget variants in a single scenario analysis. The tool processes these named allocations to output a side-by-side comparison showing deltas and projected ROI.

Does the scenario comparison account for diminishing returns on marketing spend?▼

Yes, the scenario comparison accounts for diminishing returns on marketing spend. It implements point-estimate projections that factor in both ramp periods and diminishing returns to evaluate potential ROI accurately.

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