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Niche success scorecard

Skill kirillpolevoy/claude-saas-eval-skills/niche-success-scorecard

Claude Code skills for evaluating niche SaaS opportunities through a lifestyle business lens

Install
npx -y skills add kirillpolevoy/claude-saas-eval-skills --skill niche-success-scorecard

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Quantitative scoring of niche viability for lifestyle SaaS ($1-3M ARR, solo/duo team). Use after completing a first-pass evaluation to generate a weighted score and go/no-go decision. Triggers on requests like "score this niche", "rate this opportunity", "should I pursue this", or "give me a scorecard for [niche]". Produces a 0-100 weighted score with clear decision thresholds.

SKILL.md

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Niche Success Scorecard — Lifestyle SaaS

Goal

Generate a quantitative score (0–100) to determine if a niche can realistically reach $1–3M ARR with a solo/duo team.

When to Use

Run this after completing a First Pass evaluation. Requires concrete data on distribution, pricing, competition, and buildability.

Scoring System

Each dimension scored 0–5, then weighted. Total = 100 points max.


1. Distribution You Can Execute Solo (35%)

ScoreCriteria
0No identifiable list, channel, or inbound path
1Vague audience; would require paid ads with no proven playbook
2Audience exists but no clean list; cold outbound only
3One grindy channel that could work with sustained effort
4Clear list OR strong inbound signal, but not both
5Clean buyer list + at least one secondary channel/inbound confirmed

Weight: 35 points (Score × 7)


2. ARPA + Path to $1–3M ARR (20%)

ScoreCriteria
0Requires 5,000+ customers to hit $1M ARR
1Requires 3,000–5,000 customers
2Requires 2,000–3,000 customers
3Requires 1,000–2,000 customers
4Requires 500–1,000 customers
5Requires 200–500 customers (ARPA $150–$400/mo)

Weight: 20 points (Score × 4)


3. Willingness to Pay / Urgency (15%)

ScoreCriteria
0Pure nice-to-have; no deadline or pain driver
1Mild convenience; saves some time
2Noticeable time saver; some frustration with status quo
3Clear time/money saver; buyers actively looking for solutions
4Compliance-adjacent or tied to revenue; strong motivation
5Mandatory/deadline-driven; non-compliance = penalties or lost revenue

Weight: 15 points (Score × 3)


4. Scope + Support Load (15%)

ScoreCriteria
0Heavy integrations, multi-jurisdiction, or extreme edge cases
1Significant complexity; would need contractor help
2Buildable but will have annoying support burden
3Buildable in 6–10 weeks; moderate support expected
4Buildable in 4–6 weeks; support load manageable
5Buildable in 2–4 weeks; low support; clear scope

Weight: 15 points (Score × 3)


5. Expandability (10%)

ScoreCriteria
0Dead-end; no adjacent markets or upsells
1Theoretical expansion but unclear path
2One adjacent market or upsell tier possible
32–3 adjacent verticals or clear upsell path
4Strong lateral expansion (device types, states, compliance areas)
5Platform potential; multiple expansion vectors confirmed

Weight: 10 points (Score × 2)


6. Competition / Crowding (5%)

ScoreCriteria
0Funded incumbents dominate; no wedge visible
1Strong incumbents with loyal customer base
2Incumbents exist but stagnant or poorly executed
3Incumbents exist but clear wedge opportunity
4Few direct competitors; mostly generic substitutes
5Greenfield; no credible niche-specific players

Weight: 5 points (Score × 1)


Decision Thresholds

Score RangeDecisionAction
80–100Pursue aggressivelyStart validation immediately
65–79Pursue conditionallyMust clear 1–2 specific risks first
50–64HoldNeeds more research or market timing
< 50KillMove on; don't revisit without new signal

Bonus: Revenue Quality (Unweighted)

Not scored, but note for decision-making:

FactorAssessment
Contract structureMonthly / Annual / Multi-year
Payment reliabilityPrepaid / Net-30 / Invoice-heavy
Expansion revenuePer-seat / Usage / Upsell tiers / None

Annual contracts with expansion revenue = more defensible business.


Output

Filename: Niche_Score_<slug>.md

# Niche Success Score: <Title>

## Score Summary

| Metric | Value |
|--------|-------|
| **Total Score** | /100 |
| **Decision** | Pursue / Pursue-Conditional / Hold / Kill |
| **One-line rationale** | |

## Score Breakdown

| Dimension | Weight | Score (0–5) | Points | Notes |
|-----------|-------:|------------:|-------:|-------|
| Distribution (solo-executable) | 35 | | /35 | |
| ARPA + Path to $1–3M ARR | 20 | | /20 | |
| Willingness to Pay / Urgency | 15 | | /15 | |
| Scope + Support Load | 15 | | /15 | |
| Expandability | 10 | | /10 | |
| Competition / Crowding | 5 | | /5 | |
| **TOTAL** | 100 | — | **/100** | |

## Revenue Quality (Unweighted)

| Factor | Assessment |
|--------|------------|
| Contract structure | |
| Payment reliability | |
| Expansion revenue | |

## What Makes This Win (Top 3)

1. 
2. 
3. 

## What Kills This (Top 3)

1. 
2. 
3. 

## Lifestyle Math (Conservative)

| Metric | Value |
|--------|-------|
| Target ARPA | |
| Customers for $1M ARR | |
| Customers for $3M ARR | |
| Primary acquisition channel | |
| Biggest assumption | |

## Founder Fit Summary

| Question | Answer |
|----------|--------|
| Natural buyer access? | Yes / No / Partial |
| Enjoy 50+ sales calls? | Yes / No / Unsure |
| Care in 3 years? | Yes / No / Unsure |
| Ethical concerns? | None / Minor / Major |

## Defensibility Assessment

| Moat Type | Present? | Strength |
|-----------|----------|----------|
| Data/workflow lock-in | Yes/No | Weak / Moderate / Strong |
| Relationship moat | Yes/No | Weak / Moderate / Strong |
| Distribution exclusivity | Yes/No | Weak / Moderate / Strong |
| Speed moat | Yes/No | Weak / Moderate / Strong |

## Next Steps (2-Week Gate)

### Validation Interviews

- **Target:** X interviews with [buyer persona]
- **Must hear:** 
- **Must NOT hear:**

### Pilot Design

- **Concierge pilot:**
- **Pricing test:**
- **Success metric:**

### Go/No-Go Criteria

- **Proceed if:**
- **Stop if:**

### Day-by-Day Plan

| Day | Activity | Deliverable |
|-----|----------|-------------|
| 1–3 | | |
| 4–7 | | |
| 8–10 | | |
| 11–14 | | |

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