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distribution-analysis

Assess distribution potential for startup ideas across organic and paid channels.

432|47|Updated Apr 13, 2026
Search Tags:#analytics#forecasting#distribution#product-management#aso#virality
One-click install
npx skills add https://github.com/MaxKmet/idea-validation-agents --skill distribution-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: distribution-analysis
Source: https://github.com/MaxKmet/idea-validation-agents/tree/main/.claude/skills/distribution-analysis
Command: npx skills add https://github.com/MaxKmet/idea-validation-agents --skill distribution-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify and quantify the potential reach of a startup idea across organic and paid channels, helping teams decide where to invest effort.

Core Features & Use Cases

  • Viral coefficient estimation to forecast growth potential.
  • ASO rubric scoring to assess discoverability and ranking.
  • Tier-adjusted verdicts to rank ideas by distribution viability across channels.
  • Use Case: For a new mobile app idea, estimate organic reach, paid feasibility, and creator-fit across platforms to decide where to launch first.

Quick Start

Describe your startup idea to trigger an immediate distribution-potential analysis across channels.

Frequently Asked Questions about distribution-analysis

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

FAQPage Schema
How do I evaluate distribution potential for a startup idea across organic and paid channels?▼

Evaluating distribution potential involves estimating organic reach, analyzing paid feasibility, and identifying platform advantages to determine where to invest marketing effort for your startup idea.

What is viral coefficient estimation and how does it forecast growth potential?▼

Viral coefficient estimation forecasts growth potential by calculating the rate at which existing users generate new users, providing a quantifiable metric to predict organic reach and virality.

How do I use ASO rubric scoring to assess mobile app discoverability?▼

ASO rubric scoring assesses mobile app discoverability by systematically evaluating ranking factors and platform advantages, helping estimate how easily users can find your app organically.

Can I estimate paid feasibility and platform advantages for an early-stage product idea?▼

Yes, you can estimate paid feasibility and platform advantages for early-stage ideas by applying tier-adjusted verdicts that rank distribution viability and recommend the best channels to launch first.

What is the best way to rank startup ideas by distribution viability across channels?▼

The best way to rank ideas by distribution viability is using tier-adjusted verdicts that compare organic reach, paid feasibility, and platform fit, outputting a structured recommendation for where to launch.

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