Real competitor data. VC and customer perspectives.
Not ChatGPT opinions.
One sentence about what you want to build. Or let Ervin find a trending opportunity for you.
Finds real competitors with pricing and complaints, validates market demand with evidence, runs multi-agent debate from VC and customer perspectives.
BUILD, PIVOT, or KILL — plus interview questions, a cold DM script, and where to find your users.
Ervin searches the web and finds actual companies doing something similar — with pricing, strengths, and what users complain about.
Your idea gets debated by an advocate who builds the best case and a critic who tears it apart.
A tough but fair investor perspective — would they fund this? What would change their mind?
A potential buyer's honest reaction — would they actually pay? What objections would they have?
Reddit threads, market reports, and trend data — not AI hallucinations.
BUILD, PIVOT, or KILL — with specific conditions, risks, and recommended first steps.
After the roast, Ervin generates 5 interview questions specific to your idea, a cold DM script ready to copy-paste, where to find your target users, and one assumption to kill this week.
“Your moat is paper thin. LangSmith and Langfuse already observe agent traces with richer integrations — what stops them from shipping a nicer UI in a sprint?”
“I already use LangSmith. Your visualization is prettier, but not prettier enough to rip out a tool my team is trained on. What would change my mind? Agent replay I can't get anywhere else.”
Interview 10 AutoGen users on r/LocalLLaMA and ai-engineering discords. Ask what they currently do when debugging a multi-agent run. If the answer is "grep logs," there's room. If it's "LangSmith," pivot.
ChatGPT gives opinions. Ervin searches the web for real competitors, validates market demand with evidence, and runs structured multi-agent analysis. Every claim is backed by data, not hallucinated.
Your ideas are private. We don't share, sell, or train on your data.
Use Discover mode — Ervin finds trending opportunities, identifies pain points, generates ideas, and roasts them for you.
Yes. No contracts, cancel in one click from your settings.
Two free roasts every month. No credit card. No sales call.