Competitive Analysis Taxonomy

Classify competitors by funding stage ring and structural relationship type.

4|Updated May 4, 2026
One-click install
npx skills add https://github.com/lossless-group/lossless-agent-skills --skill competitive-analysis-taxonomy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Competitive Analysis Taxonomy
Source: https://github.com/lossless-group/lossless-agent-skills/tree/main/competitive-analysis
Command: npx skills add https://github.com/lossless-group/lossless-agent-skills --skill competitive-analysis-taxonomy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Investment memos often feature unstructured, inconsistent competitive analysis that fails to identify critical threats like noisewashing incumbents or adjacent future competitors, leading to flawed investment decisions and missed risks.

Core Features & Use Cases

  • Dual-Axis Classification Framework: Provides two orthogonal axes for categorizing competitors: stage rings (concentric circles based on a competitor's own funding stage, not the target's) and competitor types (direct, adjacent, indirect, noisewashing) to ensure consistent, structured analysis.
  • Classification Discipline Rules: Includes sanity checks for competitor count per type, guidance for reclassifying noisewashing incumbents to genuine threats, and rules for highlighting high-risk ring/type combinations (e.g., early scaleup + adjacent).
  • Dual-Output Requirement: Defines two mandatory artifacts: an exhaustive competitive research file with full classification reasoning and sources, and a synthesized memo section (table, diagram, or grouped list) optimized for quick partner review.
  • Use Case: A venture capital analyst assessing a seed-stage AI startup can use this taxonomy to correctly filter out noisewashing incumbents, identify adjacent scaleup competitors that pose the largest future risk, and produce a clear competitive landscape diagram for the investment memo.

Quick Start

Use the competitive analysis taxonomy to classify all identified competitors for the target seed-stage SaaS startup into the correct stage ring and competitor type, then generate a concentric ring diagram of the competitive landscape for the investment memo's competitive section.

Frequently Asked Questions about Competitive Analysis Taxonomy

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

FAQPage Schema
How do I structure competitive analysis for a venture capital investment memo?

You can structure competitive analysis for a venture capital investment memo using a dual-axis classification framework that categorizes competitors by funding stage ring and structural relationship type to ensure consistent landscape assessments. This produces reproducible outputs distinguishing category noise from genuine incumbent threats.

What is noisewashing in competitive landscape analysis?

Noisewashing in competitive landscape analysis occurs when incumbents generate misleading market noise without posing a genuine threat. Classification discipline rules help reclassify these noisewashing incumbents to accurately distinguish actual adjacent future competitors from category noise.

How do I identify adjacent scaleup competitors in startup research?

To identify adjacent scaleup competitors in startup research, classify competitors across orthogonal stage rings and relationship types. This framework highlights high-risk combinations like early scaleup and adjacent categories to flag the largest future threats for investment decisions.

Can I generate a competitive landscape diagram for a memo from this taxonomy?

Yes, the taxonomy requires dual-output artifacts including a synthesized memo section optimized for partner review. You can generate a concentric ring diagram of the competitive landscape directly from the classified stage ring and competitor type data for the investment memo.

Does this competitor taxonomy framework work for seed-stage SaaS startups?

Yes, the competitor taxonomy framework works for seed-stage SaaS startups by mapping identified competitors into the correct stage ring and competitor type. It correctly filters noisewashing incumbents and identifies adjacent scaleup competitors that pose the largest future risk to the target.

What are the limitations of stage ring classifications for competitor tracking?

A limitation of stage ring classifications is that they map a competitor's own funding stage rather than the target startup's stage. Analysts must apply sanity checks for competitor count per type to avoid flawed investment decisions from missed risks or unstructured landscape analysis.