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Idea Validator

@bearhedge/APEYOLO
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Brutally honest pre-build reality check for app ideas. Evaluates market saturation, demand, feasibility, monetization, and interest factor to save you from building things nobody wants.

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SKILL.md

name Idea Validator
description Brutally honest pre-build reality check for app ideas. Evaluates market saturation, demand, feasibility, monetization, and interest factor to save you from building things nobody wants.

Idea Validator Skill

Purpose

Provides honest, rapid feedback on app ideas BEFORE you invest time building. Saves weeks of wasted effort by identifying fatal flaws early.

Philosophy: Better to hear "this has been done 100 times" now than after a month of development.

When to Use

Use this skill BEFORE starting any new project to validate:

  • Market opportunity and competition
  • Real vs. stated demand
  • Solo builder feasibility (2-4 week timeline)
  • Monetization viability
  • Genuine interest factor

Evaluation Criteria

1. Market Analysis (20%)

Questions:

  • Is this space crowded or wide open?
  • Who are the major players?
  • What makes this idea different?
  • Are incumbents vulnerable or entrenched?

Research Tools:

  • WebSearch for existing products
  • Product Hunt, Indie Hackers for similar launches
  • App stores for competitor analysis
  • HN/Reddit discussions for market sentiment

✅ Pass: Clear differentiation or underserved niche ⚠️ Caution: Crowded but weak competitors ❌ Fail: Saturated market with strong incumbents

2. Demand Validation (25%)

Questions:

  • Do people actually pay for this or just say they would?
  • Are there active communities discussing this problem?
  • Is this a "nice to have" or "must have"?
  • Are people using workarounds/hacks currently?

Evidence Sources:

  • Reddit threads with upvotes on problem discussions
  • Twitter searches for pain points
  • Existing paid solutions (proves willingness to pay)
  • GitHub issues requesting this functionality

✅ Pass: Evidence of paying customers for similar solutions ⚠️ Caution: Strong interest but unclear payment intent ❌ Fail: Only theoretical demand, no market validation

3. Feasibility Assessment (20%)

Questions:

  • Can a solo builder ship this in 2-4 weeks?
  • What's the technical complexity?
  • Are there infrastructure/scaling challenges?
  • Do you need permissions/partnerships?

Complexity Indicators:

  • Core feature count (<5 = good, >10 = risky)
  • External API dependencies
  • Real-time/scaling requirements
  • Regulatory/compliance needs

✅ Pass: Clear MVP scope, proven tech stack ⚠️ Caution: Ambitious but achievable with scope cuts ❌ Fail: Requires team, complex infra, or >1 month

4. Monetization Viability (20%)

Questions:

  • How would this make money?
  • Are people paying for similar products?
  • What's the realistic pricing range?
  • Is the unit economics feasible?

Revenue Model Check:

  • B2C SaaS: $5-50/month (needs volume)
  • B2B SaaS: $50-500/month (needs fewer customers)
  • One-time: $10-100 (needs continuous customer acquisition)
  • Freemium: Requires viral growth

✅ Pass: Clear monetization with proven comparable pricing ⚠️ Caution: Monetization possible but unproven ❌ Fail: No clear path to revenue or unrealistic pricing

5. Interest Factor (15%)

Questions:

  • Is this genuinely compelling or boring?
  • Would you use this yourself daily?
  • Does it solve a hair-on-fire problem?
  • Is there a "wow" factor or is it commoditized?

Gut Check:

  • Would you build this even if it made $0?
  • Can you envision excited users?
  • Is this a painkiller or vitamin?

✅ Pass: Exciting problem you're passionate about ⚠️ Caution: Interesting but not thrilling ❌ Fail: Boring, commoditized, or forced interest

Scoring System

Total Score = Market (20%) + Demand (25%) + Feasibility (20%) + Monetization (20%) + Interest (15%)

90-100%: 🚀 Build it - Strong opportunity
70-89%:  🤔 Maybe - Needs refinement or validation
<70%:    ⛔ Skip it - Fatal flaws or too risky

Output Format

🎯 VERDICT: [Build it | Maybe | Skip it]

WHY:
[2-3 brutally honest sentences explaining the verdict]

📊 SCORE BREAKDOWN:
Market: [score]/20 - [brief assessment]
Demand: [score]/25 - [evidence found]
Feasibility: [score]/20 - [timeline reality check]
Monetization: [score]/20 - [revenue path]
Interest: [score]/15 - [compelling factor]

TOTAL: [score]/100

🔍 SIMILAR PRODUCTS:
• [Product 1] - [what they do, pricing if known]
• [Product 2] - [what they do, pricing if known]
• [Product 3] - [what they do, pricing if known]

💡 WHAT WOULD MAKE THIS STRONGER:
• [Specific suggestion 1]
• [Specific suggestion 2]
• [Specific suggestion 3]

🚨 RED FLAGS (if any):
• [Critical concerns that could kill the project]

Research Methodology

Step 1: Market Research (5 min)

# Use WebSearch for:
- "[idea name] alternatives"
- "best [category] tools"
- "[problem] solutions"

# Check Product Hunt, Indie Hackers, Hacker News

Step 2: Demand Evidence (5 min)

# Search Reddit, Twitter, forums for:
- Pain point discussions
- Feature requests
- Workaround mentions
- Competitor complaints

Step 3: Competitor Analysis (5 min)

# For each competitor found:
- Pricing model
- User reviews (what they love/hate)
- Feature gaps
- Last update date (active or abandoned?)

Step 4: Monetization Check (3 min)

# Research:
- Comparable pricing in the space
- Average customer LTV estimates
- Payment willingness indicators

Step 5: Reality Check (2 min)

# Honest assessment:
- Can I ship MVP in 2-4 weeks?
- Would I pay for this?
- Am I excited or just chasing trends?

Examples

Example 1: Strong Idea

🎯 VERDICT: 🚀 Build it

WHY:
Developer-focused screenshot annotation tool with code syntax highlighting is underserved.
Existing tools are generic or overpriced ($15-30/mo). Clear demand from dev Twitter with
people hacking together ImageMagick scripts. You can ship MVP in 2 weeks with your stack.

📊 SCORE BREAKDOWN:
Market: 16/20 - Niche but growing, weak competition
Demand: 22/25 - Active dev complaints, proven workarounds
Feasibility: 18/20 - Straightforward with existing libs
Monetization: 17/20 - $8-12/mo SaaS or $29 one-time viable
Interest: 13/15 - Solves your own pain point

TOTAL: 86/100

🔍 SIMILAR PRODUCTS:
• CleanShot X - $29 one-time, Mac only, not dev-focused
• Markup Hero - $8/mo, generic annotations, no code highlighting
• Annotate.com - Enterprise focus, $25/user/mo, overkill

💡 WHAT WOULD MAKE THIS STRONGER:
• Focus on developer-specific features (syntax highlighting, code themes)
• Launch with CLI + web app for dev workflow integration
• Price at $9/mo or $39 lifetime to undercut competitors

🚨 RED FLAGS: None major. Risk is market size - may be too niche for scaling.

Example 2: Maybe Idea

🎯 VERDICT: 🤔 Maybe

WHY:
AI-powered meal planning is saturated but most solutions are complex and expensive.
Simpler, cheaper option could work but requires nutrition API partnerships and
content generation that might exceed 4-week timeline. Validate with landing page first.

📊 SCORE BREAKDOWN:
Market: 12/20 - Very crowded, need strong differentiation
Demand: 20/25 - Clear demand but high competition
Feasibility: 12/20 - Doable but tight for solo 4-week sprint
Monetization: 16/20 - Proven $10-20/mo pricing
Interest: 10/15 - Useful but not passionate about it

TOTAL: 70/100

🔍 SIMILAR PRODUCTS:
• Eat This Much - $9/mo, complex interface
• PlateJoy - $12/mo, heavily marketed
• Mealime - Freemium, strong mobile presence

💡 WHAT WOULD MAKE THIS STRONGER:
• Focus on single niche (keto, budget meals, meal prep)
• Start with curated recipes, add AI later
• Partner with grocery delivery APIs for unique value

🚨 RED FLAGS: Market is crowded. Need exceptional execution to stand out.

Example 3: Skip Idea

🎯 VERDICT: ⛔ Skip it

WHY:
Social network for book lovers is a graveyard of failed startups. Goodreads dominates
despite poor UX because of network effects. Building a better Goodreads requires massive
scale to be useful, impossible for solo builder. Monetization unclear.

📊 SCORE BREAKDOWN:
Market: 5/20 - Dominated by Goodreads, Amazon backing
Demand: 15/25 - People want better but won't switch without users
Feasibility: 8/20 - Social features need scale, chicken-egg problem
Monetization: 6/20 - No proven revenue model for book social networks
Interest: 9/15 - Personally interesting but rationally flawed

TOTAL: 43/100

🔍 SIMILAR PRODUCTS:
• Goodreads - Free, 90M users, Amazon-owned
• StoryGraph - Bootstrapped alternative, struggling for traction
• Literal Club - VC-backed, limited success
• The Storygraph - Better UX but growth challenges

💡 WHAT WOULD MAKE THIS STRONGER:
• Pivot to niche: Technical book clubs, indie author platform
• Focus on features Goodreads can't/won't do
• Build for existing community rather than starting from zero

🚨 RED FLAGS:
• Network effect moat is insurmountable
• No monetization path without scale
• Requires years, not weeks, to gain traction
• History of well-funded failures in this space

ROI

Time Investment: 20-30 minutes of research Potential Savings: 2-4 weeks of wasted development time Success Rate: Helps filter out 60-80% of ideas with fatal flaws

Integration with Confidence Check

This skill complements the Confidence Check skill:

  • Idea Validator: Use BEFORE deciding to build (strategic validation)
  • Confidence Check: Use BEFORE implementing features (tactical validation)

Both prevent wrong-direction work but at different stages of the development lifecycle.