SAMPLE VALIDATION REPORT
A subscription box for indie board games
Deep Report — full 12-dimension SKILL.md VC-Grade Framework v2.0. No external web sources were queried in this run — figures are AI analytical estimates, labeled as such.
Recommendation
Raw Opportunity Score
64 / 100
Agent-Adjusted Score
78 / 100
Evidence Quality · Risk
AI framework analysis — no external data sourced in this run
Risk level: Medium
Executive Summary
The idea sits on a real, recurring pain — discovery and community around indie board games — and the founder brings credible domain experience. The core uncertainty isn't whether people like board games; it's whether enough of them will pay a recurring fee for curation over simply buying titles directly. Competitive and acquisition questions are currently the largest fixable gaps; unit economics and moat are the dimensions worth the closest scrutiny before committing real budget.
12-Dimension Scorecard
Raw Opportunity Score
Agent-Adjusted Score
Key Strengths
- Strong founder–market fit, with existing community and retail experience
- Clear, recurring pain point rather than a one-time need
- Recurring-revenue model aligns naturally with the product shape
- Reasonable expansion paths (events, marketplace, regional curation)
Fixable Weaknesses
- Weak market research
- Unclear marketing strategy
- Slow lead generation
- Poor follow-up cadence
- Weak financial planning
- Content production bottleneck
- Unclear execution roadmap
Fatal Risks
- No real, validated pain (if disproven)
- No demonstrated willingness to pay
- Market too small to support the model
- No meaningful differentiation
- Legal or compliance exposure too high
- Structurally poor unit economics
- Easily replicated by a dominant platform
Listed as categories to monitor — this report did not find evidence that any apply outright.
Risk Penalties
Weak moat / defensibility
Curation-as-a-service is replicable; needs a compounding asset (community, data, relationships).
Untested acquisition channel
No channel has been validated yet — this is treated as an open assumption, not a known cost.
Competitive crowding
Several adjacent subscription models already exist; differentiation must be explicit.
Agent Opportunity Map
| Gap identified | Agent mapped | Expected effect |
|---|---|---|
| Unclear marketing strategy | Growth Strategy Agent | Sequenced channel plan replaces guesswork |
| Slow lead generation / follow-up | Lead Agent + Outreach Agent | Qualified pipeline with consistent cadence |
| Weak financial planning | Financial Agent | Working cost & pricing model for real decisions |
| Unclear execution roadmap | Business Plan Agent | Sequenced plan with milestones and resourcing |
Recommended Agent Stack
Validation Agent
Runs the 12-dimension analysis, separates fixable gaps from fatal risk, and produces your Raw and Agent-Adjusted scores.
Business Plan Agent
Turns a validated idea into a structured plan: positioning, model, milestones, and resourcing.
Financial Agent
Builds a working financial model — costs, pricing, runway, and unit-economics scenarios.
Growth Strategy Agent
Maps acquisition channels to your specific customer and stage, with a sequenced growth plan.
Next 30-Day Action Plan
- 1Run 8–10 structured conversations with the exact target customer to pressure-test pain intensity and willingness to pay.
- 2Draft a one-page positioning statement that makes the differentiation explicit — then test it in real conversations.
- 3Build a minimal cost model to confirm unit economics hold at a realistic price point.
- 4Pick one acquisition channel to test deliberately, rather than spreading thin across several.
- 5Re-run validation once new evidence is in — the Agent-Adjusted Score should move as fixable gaps close.
Sources & Evidence
No external sources were queried in this run. Every market figure in this report is an AI analytical estimate and is labeled as such — we don't dress estimates up as sourced facts. Runs with web search enabled list real, clickable sources here.
Audit Log
Transparency note: this log reflects the actual pipeline that produced this report. No external sources were queried in this run — when search is enabled, cited sources appear in the section above.
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