Researched · adversarial · one verdict

Every reason
your idea fails,
before you build it.

Paste your idea. Live research: competitors, pricing, GitHub overlap.

Then seven experts argue it out until one is forced to call it. Ship, pivot, or kill.

Live web research, not a generic AI take — ~60 seconds, sources cited.

On the table

An API that audits carbon offset claims, billed per audit.

The synthesizer had to pick a side. 75 sources read.

Kill

Tap a helmet to hear that line again.

Live example

We ran Debrief on its own pitch. 49 seconds, 75 sources, and it did not go easy on us.

Pivot

5/10

Crowded space, niche appeal, weak differentiation. The forced verdict and the live sources are a real wedge, if you narrow it.

Competitors found: 6Preuve AI, Validator AI, IdeaProof, ValidatorAI, ChatGPT, Claude.
GitHub overlap: 510Matching repos. The category is crowded.
What to do next: Pick one buyer who needs a call made fast, and sell them the verdict, not the chat.