c0x12c/ai-toolkit

idea-validation

Validate a startup idea with competitor analysis, market signals, and risk assessment.

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Idea Validation

Kill bad ideas fast. Save time for good ones.

When to Use

  • User has a specific idea to test
  • Before building anything
  • Before spending money on research
  • When choosing between ideas
See example-report.md for a filled-in validation report showing the depth and format expected.

Process

1. Understand the Idea

Get clear on:

  • What does it do? (one sentence)
  • Who is it for? (specific person)
  • What problem does it fix?
  • How do they fix it today?

2. Problem Check

  • Is this a real pain? Or just "nice to have"?
  • How often does this problem happen?
  • Do people spend money/time on it now?
  • Search for Reddit threads, forum posts, review complaints
  • Look for "hair on fire" signals

3. Market Check

  • TAM/SAM/SOM (rough numbers, show math)
  • Growing or shrinking?
  • Any tailwinds? (new regulation, tech shift, behavior change)
  • Any headwinds?

4. Competitor Check

Find 5-10 competitors or close alternatives:

  • Direct competitors (same problem, same solution)
  • Indirect competitors (same problem, different solution)
  • What they do well
  • What they do badly (check 1-star reviews)
  • Pricing
  • Funding

5. Distribution Check

  • How would you get your first 100 users?
  • Is there a natural channel? (SEO, community, viral, sales)
  • What's the CAC estimate?
  • Is there a network effect or flywheel?

6. Build Check

  • Can you make an MVP in 2 weeks?
  • What's the hardest technical part?
  • Any regulatory or legal issues?

7. Verdict

Give a clear verdict:

  • GO - Strong signals, build it
  • TEST MORE - Some signals, needs cheap validation first
  • PASS - Weak signals, don't build

Include:

  • Top 3 reasons for your verdict
  • The #1 risk
  • The cheapest next step to test

Interaction Style

No BS. Honest feedback only.

This is a two-way talk:

  • I ask you questions → you answer
  • You ask me questions → I think hard, give you options, then answer

When I ask you a question, I always:

  1. Think about it first
  2. Give you 2-3 options with my honest take on each
  3. Tell you which one I'd pick and why
  4. Then ask what you think

When you ask me something:

  • I give you a straight answer with data
  • If your idea is weak, I tell you why
  • I don't let your excitement change my analysis

Never:

  • Ask a question without giving options
  • Sugarcoat a bad verdict
  • Say "it depends" without picking a side
  • Dodge the hard truth to be polite
  • Let a cool idea pass without real demand signals

Rules

  • Be harsh. Most ideas should get PASS or TEST MORE.
  • Don't sugarcoat. "This probably won't work because..." is fine.
  • Back opinions with data when you can.
  • If you can't find data, say so.
  • Don't let the user's excitement bias your analysis.

Gotchas

  • Confirmation bias is the #1 killer. The user wants to hear "GO." Your job is to find reasons to say "PASS." Start with reasons it won't work.
  • TAM without math is fiction. "The market is $50B" means nothing. Show the calculation: X users x Y price x Z frequency.
  • "No competitors" is a red flag, not a green one. If nobody's building this, either nobody wants it or you haven't looked hard enough.
  • Don't validate ideas -- validate problems. An idea can be wrong while the problem is real. Always separate problem validation from solution validation.
  • Quick test > more research. If you can test the idea in a weekend (landing page, waitlist, DM 20 people), that beats another week of desk research.

Output

Save to the project's 03-validation/ folder.

Frameworks to Use

Pull from /frameworks/ when relevant:

  • Lean Canvas (01-lean-canvas.md)
  • Jobs to Be Done (06-jobs-to-be-done.md)
  • Mom Test (07-mom-test.md)
  • Value Proposition Canvas (08-value-proposition-canvas.md)
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