Taxonomy Distribution Report

Overview

• Total Concepts: 300
• Number of Taxonomies: 14
• Average Concepts per Taxonomy: 21.4

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
LAUNCH	LAUNCH	28	9.3%	✅
Foundation Concepts - Prerequisites	FOUND	26	8.7%	✅
VALID	VALID	26	8.7%	✅
CUST	CUST	24	8.0%	✅
INTV	INTV	24	8.0%	✅
VALU	VALU	22	7.3%	✅
PROB	PROB	20	6.7%	✅
SOL	SOL	20	6.7%	✅
MSG	MSG	20	6.7%	✅
REV	REV	20	6.7%	✅
FIN	FIN	19	6.3%	✅
ALT	ALT	18	6.0%	✅
DIST	DIST	17	5.7%	✅
CANV	CANV	16	5.3%	✅

Visual Distribution

LAUNCH                    ████  28 (  9.3%)
Foundation Concepts - Pre ████  26 (  8.7%)
VALID                     ████  26 (  8.7%)
CUST                      ████  24 (  8.0%)
INTV                      ████  24 (  8.0%)
VALU                      ███  22 (  7.3%)
PROB                      ███  20 (  6.7%)
SOL                       ███  20 (  6.7%)
MSG                       ███  20 (  6.7%)
REV                       ███  20 (  6.7%)
FIN                       ███  19 (  6.3%)
ALT                       ███  18 (  6.0%)
DIST                      ██  17 (  5.7%)
CANV                      ██  16 (  5.3%)

Balance Analysis

✅ No Over-Represented Categories

All categories are under the 30% threshold. Good balance!

Category Details

LAUNCH (LAUNCH)

Count: 28 concepts (9.3%)

Concepts:

• 1. Thirty-Day Launch Plan
• 1. Launch Roadmap
• 1. Weekly Milestone
• 1. What To Sell
• 1. Who To Sell To
• 1. How To Reach Them
• 1. Weekly Target
• 1. Launch Readiness
• 1. Momentum Building
• 1. Wins And Lessons Review
• 1. Setback Normalization
• 1. Time-Saving Pivot
• 1. Money-Saving Pivot
• 1. Mini Pitch
• 1. Two-Minute Pitch
• ...and 13 more

Foundation Concepts - Prerequisites (FOUND)

Count: 26 concepts (8.7%)

Concepts:

• 1. Entrepreneurship
• 1. Early-Stage Venture
• 1. Unrefined Concept
• 1. Business Idea
• 1. Idea Trap
• 1. Clarity
• 1. Validation
• 1. Action
• 1. Launch
• 1. Lean Startup Philosophy
• 1. Evidence-Based Decision Making
• 1. Assumption
• 1. Validated Learning
• 1. Founder Mindset
• 1. Psychological Safety
• ...and 11 more

VALID (VALID)

Count: 26 concepts (8.7%)

Concepts:

• 1. Lean Validation
• 1. Lean Test
• 1. Minimum Testable Iteration
• 1. Service Before Product
• 1. Manual Before Automated
• 1. Pre-Selling Before Building
• 1. Pre-Sale Offer
• 1. Manual Service Delivery
• 1. Direct Post Test
• 1. Validation Test Design
• 1. Test Result
• 1. Test Result Debrief
• 1. Kill Decision
• 1. Pivot Decision
• 1. Persevere Decision
• ...and 11 more

CUST (CUST)

Count: 24 concepts (8.0%)

Concepts:

• 1. Target Customer
• 1. Customer Segment
• 1. Customer Definition
• 1. Ideal Customer Profile
• 1. Customer Persona
• 1. Who You Serve
• 1. Customer Identification
• 1. Niche Market
• 1. Broad Market
• 1. Customer Avatar
• 1. Early Adopter
• 1. Mainstream Customer
• 1. Customer Needs
• 1. Customer Behavior
• 1. Customer Motivation
• ...and 9 more

INTV (INTV)

Count: 24 concepts (8.0%)

Concepts:

• 1. Discovery Interview
• 1. Customer Interview
• 1. Interview Question
• 1. Open-Ended Question
• 1. Leading Question
• 1. Interview Bias
• 1. Asking Not Selling
• 1. Interview Script
• 1. Interview Debrief
• 1. Interview Finding
• 1. Interview Surprise
• 1. Interview Scheduling
• 1. Interview Recruitment
• 1. Reality Check Exercise
• 1. Pressure Test
• ...and 9 more

VALU (VALU)

Count: 22 concepts (7.3%)

Concepts:

• 1. Value Proposition
• 1. Customer Benefit
• 1. Founder Advantage
• 1. Unique Value
• 1. Competitive Advantage
• 1. Unfair Advantage
• 1. Why You Solve The Problem
• 1. Why Customer Wants It
• 1. Unique Selling Point
• 1. Value Statement
• 1. Benefit Articulation
• 1. Advantage Articulation
• 1. Founder Credibility
• 1. Domain Expertise
• 1. Best Person To Solve It
• ...and 7 more

PROB (PROB)

Count: 20 concepts (6.7%)

Concepts:

• 1. Problem Definition
• 1. Pain Point
• 1. Customer Pain
• 1. Root Cause
• 1. Problem Statement
• 1. Problem Severity
• 1. Problem Frequency
• 1. Problem Prioritization
• 1. Real Problem
• 1. Perceived Problem
• 1. Problem Validation
• 1. Problem-Solution Fit
• 1. Symptom Vs Root Cause
• 1. Unmet Need
• 1. Job To Be Done
• ...and 5 more

SOL (SOL)

Count: 20 concepts (6.7%)

Concepts:

• 1. Solution Definition
• 1. Initial Offer
• 1. Minimum Viable Offer
• 1. Product Offering
• 1. Service Offering
• 1. What You Offer
• 1. Solution Fit
• 1. Feature Vs Benefit
• 1. Offer Design
• 1. Solution Iteration
• 1. Solution Scope
• 1. Draft Business Idea
• 1. Solution Refinement
• 1. Core Offering
• 1. Value Delivery
• ...and 5 more

MSG (MSG)

Count: 20 concepts (6.7%)

Concepts:

• 1. Messaging Framework
• 1. One-Sentence Value Proposition
• 1. Messaging Workshop
• 1. Sales Copy
• 1. High-Conversion Copy
• 1. Founder Narrative
• 1. Elevator Pitch
• 1. Message Clarity
• 1. Outsider Comprehension Test
• 1. Five-Second Test
• 1. Social Media Copy
• 1. Brand Voice
• 1. Customer-Facing Message
• 1. Message Testing
• 1. Story-Based Messaging
• ...and 5 more

REV (REV)

Count: 20 concepts (6.7%)

Concepts:

• 1. Revenue Model
• 1. Pricing Model
• 1. Pricing Strategy
• 1. Subscription Pricing
• 1. One-Time Pricing
• 1. Tiered Pricing
• 1. Value-Based Pricing
• 1. Cost-Plus Pricing
• 1. Revenue Stream
• 1. Recurring Revenue
• 1. Transaction Revenue
• 1. Pricing Validation
• 1. Willingness To Pay
• 1. Price Point Testing
• 1. Revenue Projection
• ...and 5 more

FIN (FIN)

Count: 19 concepts (6.3%)

Concepts:

• 1. Startup Needs
• 1. One-Time Needs
• 1. Ongoing Costs
• 1. Fixed Costs
• 1. Variable Costs
• 1. Bootstrapped Funding
• 1. Startup Budget
• 1. Resource Needs
• 1. People Resource Needs
• 1. Technology Resource Needs
• 1. Activity Resource Needs
• 1. Cost Structure
• 1. Cost Estimation
• 1. Financial Baseline
• 1. Minimal Viable Budget
• ...and 4 more

ALT (ALT)

Count: 18 concepts (6.0%)

Concepts:

• 1. Alternative Solution
• 1. Competitor
• 1. Competitive Landscape
• 1. Current Workaround
• 1. Substitute Solution
• 1. Direct Competitor
• 1. Indirect Competitor
• 1. Do-Nothing Alternative
• 1. Competitive Analysis
• 1. Market Gap
• 1. Competitive Positioning
• 1. Differentiation
• 1. Competitive Research
• 1. Existing Solution
• 1. Status Quo
• ...and 3 more

DIST (DIST)

Count: 17 concepts (5.7%)

Concepts:

• 1. Distribution Channel
• 1. Go-To-Market Approach
• 1. Direct Sales Channel
• 1. Online Distribution
• 1. In-Person Distribution
• 1. Channel Selection
• 1. Customer Acquisition Path
• 1. Word Of Mouth
• 1. Referral Channel
• 1. Partnership Channel
• 1. Marketplace Channel
• 1. Social Media Channel
• 1. Channel Testing
• 1. Channel Cost
• 1. Channel Reach
• ...and 2 more

CANV (CANV)

Count: 16 concepts (5.3%)

Concepts:

• 1. CO.STARTERS Canvas
• 1. Business Model Canvas
• 1. Canvas Block
• 1. Canvas Sprint
• 1. Customer Block
• 1. Problem Block
• 1. Solution Block
• 1. Alternatives Block
• 1. Benefit Block
• 1. Advantage Block
• 1. Message Block
• 1. Distribution Block
• 1. Revenue Block
• 1. Startup Needs Block
• 1. Costs Block
• ...and 1 more

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 4.0%)
• ✅ MISC category minimal: Good categorization specificity

Educational Use Recommendations

• Use taxonomy categories for color-coding in graph visualizations
• Design curriculum modules based on taxonomy groupings
• Create filtered views for focused learning paths
• Use categories for assessment organization
• Enable navigation by topic area in interactive tools

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Report generated by learning-graph-reports/taxonomy_distribution.py