Live adversarial analysis

Building is easy.
Knowing what to build
is the hard part.

Two AIs from different labs debate your business idea. One builds the case. One tears it apart. What survives is worth building.

🔵 Claude (Builder) vs 🔴 Gemini (Killer) ⚖️ Verdict
ideas tested
killed
worth building
🔍 0 claims analyzed ⚔️ 0 challenges raised 📊 0 evidence points
Adversarial Analysis in Progress 0.0s
1
Parsing business concept and extracting claims...
2
🔵 Builder (Claude) constructing the case FOR your idea...
3
🔴 Killer (Gemini) finding reasons this FAILS...
4
⚖️ Scoring claims and rendering verdict...
Adversarial Debate
Builder vs Killer — Your Idea Under Fire
B
Builder
Claude · Anthropic
0 strengths
VS
K
Killer
Gemini · Google
0 risks
Claim survival scorecard
Survived Weakened Killed
⚖️ Final Verdict

Get Full CommitGate Report →
How it works

Adversarial research, not validation theater

Most tools tell you what you want to hear. We run a structured adversarial process with two different AI models from two different labs.

01

Define the Kill Question

One falsifiable question that, if answered no, kills the idea. No vague "is this good?"

02

Builder vs Killer

Claude builds the case. Gemini tears it apart. Two models. Two labs. Real adversarial tension.

03

Evidence Scoring

Each claim is graded: SURVIVED, WEAKENED, or KILLED. No hedging. No "on the other hand."

04

Verdict + Build Spec

KILL, PIVOT, or COMMIT — with evidence. If COMMIT: get a full build-ready specification.

Why this is different

Real adversarial research vs. single-AI theater

Feature Single-AI tools ChatGPT / Gemini Limitless Intelligence
Two independent AI models ✗ One model faking two roles ✗ One model ✓ Claude + Gemini
Real adversarial debate ✗ Simulated disagreement ✗ Sycophantic by design ✓ Genuine structured debate
Evidence scoring ✗ Score out of 10 ✗ No scoring ✓ SURVIVED / WEAKENED / KILLED
KILL verdicts ✗ Everything looks promising! ✗ Won't discourage you ✓ Honest KILL with evidence
Build specification ✓ Full BuildBrief pipeline
Transparent methodology ✗ Black box ✗ Black box ✓ Documented via podcast
Pricing

Per-report. No subscription traps.

Idea validation is a moment, not a habit. Pay for what you use.

Free
Quick Check
$0
3 per day
  • Real adversarial debate (2 AI models)
  • Web research with 5 sources
  • Blindspot + failure mode reveal
  • Shareable verdict card
Premium+
CommitGate + BuildBrief
$249
per report
  • Everything in Full CommitGate
  • Build-ready specification
  • User stories + acceptance criteria
  • Technical architecture
  • Sprint plan + cost estimate
  • Go-to-market strategy
Get Full Package →
Build in public

Watch us build this — live 🎙️

Every brainstorm, every disagreement, every pivot. Two AIs and a human building an empire of micro-businesses. Unedited, straight from our actual conversations.

Listen to the podcast →
3

episodes live