whitespace-finder

Systematic unmet-needs discovery engine that maps gaps between market demand and existing solutions with quantified opportunity scores. Use when: find opportunities, unmet needs, market gaps, opportun

SKILL.md

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Whitespace Finder (DEPTH Model)

Map the gap between what the market demands and what exists. Produces quantified, validated opportunity scores for product and GTM decisions.

When to Use

  • New product ideation
  • Feature prioritization against market need
  • Adjacent market exploration
  • Investment thesis validation
  • Pre-PRD opportunity validation

What You'll Need

Critical inputs (ask if not provided):

  • Market or product category to analyze
  • Target customer segment(s)
  • Known competitors (or ask me to research)

Nice-to-have:

  • Signal Radar output (if previously run)
  • JTBD Extractor output (if previously run)
  • Customer feedback or support ticket themes

Process

Step 1: Demand Evidence Collection

Audit demand across 6 evidence channels:

Channel What to Look For Evidence Quality
Community forums (Reddit, HN, Discourse) Problem-statement posts, workaround discussions Medium -- shows real pain
Review mining (G2, Capterra, TrustRadius) 1-3 star review complaint patterns, missing feature mentions High -- verified buyers
Search demand Volume for problem queries vs. solution queries (gap = unmet need) High -- quantifiable
Support tickets Recurring themes, feature requests, workaround patterns High -- your own customers
Analyst reports Problem statements, unmet need callouts, market gaps cited High -- expert validation
Adjacent product requests Features users ask for that cross product boundaries Medium -- shows expansion opportunities

For each channel, extract the top 5 unmet needs with supporting evidence.

Step 2: Gap Matrix Construction

Build a 2D matrix:

  • X-axis: Customer needs/jobs (from research or JTBD Extractor)
  • Y-axis: Existing solutions in market (products, workarounds, manual processes)

Rate each cell:

Rating Meaning
0 Completely unaddressed -- no solution exists
1 Poorly addressed -- solutions exist but are inadequate
2 Adequately addressed -- good-enough solutions exist
3 Well addressed -- strong solutions, hard to differentiate

Whitespace = cells rated 0-1 with strong demand evidence.

Step 3: DEPTH Scoring

Score each whitespace opportunity (1-10):

Dimension What It Measures Scoring Guide
Demand Evidence Volume and quality of signals indicating real demand 1=anecdotal, 5=multiple sources, 10=overwhelming evidence
Existing Solutions How well current solutions address it (inverse) 1=well solved, 5=partial solutions, 10=nothing exists
Pain Intensity Severity of unmet need 1=nice-to-have, 5=significant friction, 10=hair-on-fire problem
Total Addressable Need Size of population with this unmet need 1=tiny niche, 5=meaningful segment, 10=mass market
Hurdle Analysis Barriers to entry (inverse -- high = low barriers) 1=massive barriers, 5=moderate effort, 10=easy to enter

Opportunity Score = (D x 0.25) + (E x 0.20) + (P x 0.25) + (T x 0.15) + (H x 0.15)

Classification:

  • 7.5+ = Prime Opportunity (high confidence, prioritize)
  • 5.0-7.4 = Promising (validate further before committing)
  • Below 5.0 = Marginal (park unless strategic fit is strong)

Step 4: Opportunity Clustering

Group related whitespace opportunities into "opportunity zones" that could be addressed by a single product or feature set. Each zone gets:

  • Combined DEPTH score (weighted average of constituent opportunities)
  • Shared customer segment
  • Common technical requirements
  • Estimated effort to address

Output

Save to outputs/whitespace-[market]-[YYYY-MM-DD].md

Deliverables:

  1. Gap Matrix: Heat map of needs vs. solutions with whitespace cells highlighted
  2. Opportunity Scorecards: One per whitespace opportunity with DEPTH scores and evidence citations
  3. Opportunity Zones: Clustered opportunities showing which can be addressed together
  4. Validation Roadmap: Prioritized experiments to validate top opportunities (surveys, prototypes, landing page tests)

Chain Connections

  • Next skill: Run market-analyzer to size the opportunities you discovered
  • Also feeds: position-lock (validated opportunities become positioning targets), battle-scanner (whitespace informs differentiation angles)
  • Enhanced by: Run after signal-radar (signals point to where whitespace may exist)