competitor-mapper

Map direct, indirect, substitute, and emerging competitors with saturation scoring.

432|47|Updated Apr 13, 2026

Search Tags:#benchmarking #positioning #market-research #saturation #competitor-analysis #review-mining

Ready to run

npx skills add https://github.com/MaxKmet/idea-validation-agents --skill competitor-mapper-maxkmet

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: competitor-mapper
Source: https://github.com/MaxKmet/idea-validation-agents/tree/main/.claude/skills/competitor-mapper
Command: npx skills add https://github.com/MaxKmet/idea-validation-agents --skill competitor-mapper-maxkmet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Competitor landscapes are often opaque and slow to assemble; this Skill automates mapping direct, indirect, substitute, and emerging competitors using review mining and market insights to surface saturation gaps and positioning opportunities.

Core Features & Use Cases

Automated competitor mapping across direct, indirect, substitute, and emerging players
Positioning gap analysis against market benchmarks
Saturation scoring calibrated by market_insights data for prioritization and strategy

Quick Start

Describe your target market and run a competitor map to generate a positioning gaps report.

Frequently Asked Questions about competitor-mapper

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

FAQPage Schema

How do I map direct and indirect competitors for a new product idea?▼

To map competitors for a product idea, you need to identify direct, indirect, substitute, and emerging players. This competitor analysis process uses review mining and market data to surface actionable insights and generate a structured landscape.

What is review mining and how does it help with positioning gap analysis?▼

Review mining extracts customer feedback data to identify unmet needs and benchmark features against market alternatives. It directly supports positioning gap analysis by highlighting underserved areas within a competitive landscape, revealing actionable strategy validation insights.

How do I calculate market saturation scores for a competitive landscape?▼

Saturation scoring is calibrated using market insights data to evaluate how densely populated a competitive landscape is. By applying this calibration to your mapped direct and indirect competitors, you can generate a score that guides prioritization and strategy decisions.

Can I use competitor mapping for feature benchmarking across emerging market players?▼

Yes, competitor mapping supports feature benchmarking by evaluating direct, indirect, and emerging competitors. By analyzing market data and review mining outputs, product teams can validate strategy and compare specific features across multiple competitor categories.

What is the best way to identify substitute products during market research?▼

The best way to identify substitute products is through automated competitor mapping that categorizes alternatives beyond direct rivals. This market research approach uses review mining to analyze user switching behavior and surfaces substitute threats in a structured landscape.

When should I not rely solely on automated competitor mapping for strategy validation?▼

Automated competitor mapping should not be the sole source for strategy validation when deep qualitative market insights are missing. If your product idea operates in a highly niche emerging market with limited review mining data, saturation scores may lack sufficient context for accurate prioritization.