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Lily Jeon

8d ago

I fed my worst "brilliant" idea to Business GPT. The roast was mathematically brutal.

We all have those terrible startup ideas we secretly think might work. I decided to stress-test the validation engine of Business GPT by feeding it the worst idea I had in my archives: ex: Tinder, but strictly for finding someone willing to listen to your startup pitch for 5 minutes without yawning.

I expected a standard AI response like, "That's an interesting concept!" Instead, Business GPT gave me a Reality Score of 2/10 and mathematically proved why my TAM (Total Addressable Market) was basically zero using real data points.

The ERRC mapping literally suggested I "Eliminate" the core feature.

Lily Jeon

28d ago

Stop building products nobody wants. (Validate in minutes)

Hey PH!

Building a product has become "zero cost" thanks to AI agents. But here s the cold truth: 35% of startups still fail because of "No Market Need." The problem isn't "How" to build anymore. It's "What" to build.

Bunzee is an Agentic Workflow designed to validate your business idea before you waste a single pixel. We took the manual, weeks-long research process and turned it into a 10-minute automated engine.

Shyun Bill

1mo ago

We just launched Bunzee 2.0 : validate your business ideas with real market data

Hey everyone, it s been a while

I m honestly a bit nervous to launch today.

We ve just launched Bunzee 2.0 our Business GPT that helps validate the viability of your ideas.

Shyun Bill

1mo ago

How do you actually trust AI for market research?

Hi builders, I m Bill.

I have a question for everyone here: How much do you actually trust AI to validate your business ideas?

To be honest, I rarely use AI for serious business decisions anymore.

Shyun Bill

1mo ago

Business GPT - Build on Data, Not Hallucinations — with an AI agent.

Bunzee is an AI agent that helps you make better business decisions—grounded in real data. Instead of hallucinating, it tests your ideas against real competitor performance and customer feedback. From traffic and revenue to user sentiment, Bunzee surfaces where the real opportunities are, so you can act with clarity and confidence.