Most startup ideas fail. Find out if yours will before you waste 6 months building it.

Describe your idea. In 45 minutes, you get a brutal, research-backed GO/NO-GO verdict with 30+ structured files: market analysis, competitor battle cards, financial model, and a 30-day action plan. Free, open-source, runs inside Claude.

View on GitHub Open source, MIT licensed

startup-design assessment

AI menu planner for restaurants

Founder Fit Weak
Market $890M · 8% · mature
Competitors 15 · 3 funded
Positioning Unclear
Business Model SaaS
MVP Scope 4 features · 3 months
Model Viability Broken
Top Risk No distribution edge
Score 2.8 / 10
VERDICT: NO-GO

How founders validate today

Three ways to validate.
Two cost you months.

The average failed startup burns 12-18 months before the founder admits the idea was flawed. That's time you don't get back.

Strategy Consultant

Cost

$5K-$100K

Timeline

2-6 weeks

Deliverables

Slide deck + recommendations

Honesty

Depends who's paying

DIY Research

Cost

Free

Timeline

Weeks-months

Deliverables

Scattered notes + spreadsheets

Honesty

Confirmation bias

This toolkit

Startup Skill

Cost

Free

Timeline

45 minutes

Deliverables

30+ structured files

Honesty

Radical honesty protocol

Verdict

GO / NO-GO scorecard

Radical honesty

Built to kill bad ideas.

Every AI tool tells you your idea is great. This one tries to destroy it. If your idea survives 8 phases of structured attack, it might actually be worth building. If it doesn't, you just saved yourself months of wasted effort.

01

Your worst fears, confirmed or debunked

Actively searches for the most compelling reasons your idea will fail. You see them first, not buried in an appendix.

02

Every claim is tagged

Each data point is labeled Data, Estimate, or Assumption so you know exactly what to trust.

03

Most ideas don't pass

The scoring is tuned to reject, not approve. If your idea gets a GO verdict, it earned it.

04

A NO-GO saves you more than a GO

The most valuable thing this tool can tell you is "don't build this." That answer, 45 minutes in, is worth more than discovering it 6 months later.

8 phases.
From idea to validated strategy.

You describe your idea in one sentence. 45 minutes later, you have everything a consultant would charge $10K+ to produce.

01Intake

Founder-market fit assessment and constraint mapping before a single line of research begins.

02Brainstorm

Generates 5-8 variations of your idea to prevent fixation on a single approach.

03Market Research

11 parallel agents in 4 sequential waves. Real web data, cross-referenced. Every claim tagged [Data], [Estimate], or [Assumption].

04Strategy

Lean Canvas, competitive battle cards, Dunford positioning, and Value Proposition Canvas. Frameworks consultants use, automated.

05Brand

Mission, vision, and tone of voice — so you sound like you mean it.

06Product

MVP definition, feature prioritization, and JTBD analysis. Ship what matters, cut the rest.

07Financial

Revenue model, projections, and break-even analysis with tagged confidence levels.

08Validation

Experiments, risk matrix, go/no-go scorecard, and a 30-day action plan. The final verdict.

What you get

30+ structured deliverables.
Not a chat log.

Real files on your machine, not a chat log that disappears. Share them with co-founders, show them to investors, use them to make decisions.

Strategy

Lean Canvas

Complete business model canvas filled with research data, not guesses.

Competitive

Battle Cards

Per-competitor analysis with strengths, weaknesses, and positioning gaps.

Positioning

Positioning Doc

April Dunford framework: category, alternatives, unique attributes, value themes.

Market

Market Research Report

TAM/SAM/SOM, trends, customer segments. Every claim tagged with confidence level.

Financial

Revenue Model

Projections, break-even analysis, and pricing strategy with tagged assumptions.

Action

30-Day Action Plan

Week-by-week validation experiments, metrics to track, and go/no-go criteria.

45 minutes from now,
you'll know.

Either your idea has real potential, backed by 30+ files of research. Or it doesn't, and you just saved yourself months of building the wrong thing.

Built for

01

You can code anything, but should you?

Technical founders who can build fast but need market research, positioning, and business model validation before committing.

02

No advisors, no playbook

First-time founders who can't afford consultants. Structured frameworks replace the mentors you don't have yet.

03

Before you quit your job

Pre-revenue founders about to go all-in. Validate the idea before you burn through savings building something nobody wants.

Transparent by design

Not a black box

The code is on GitHub. The methodology is readable. The results are yours, in files you own.

No proprietary scores

No unexplainable outputs. Every conclusion traces back to labeled data points you can verify.

MIT licensed, no data collection

Your ideas stay on your machine. Nothing is sent anywhere. Fork it, modify it, make it yours.

MIT License Full source on GitHub File-based output

Free, open-source, no signup. Works with any Claude plan.