Last week I shipped a full production-quality AI startup intelligence platform. Five pages. Live data integrations. Real AI analysis. Beautiful dashboards. The whole thing. With MeDo, https://medo.dev/ for the Build With MeDo Hackathon!!

First please check this out!!!

🌐 https://app-bqxcgnow4ni9.appmedo.com

You can find the entire showcase on Discord too!!

This is the story of how I built FounderAI — and what I learned along the way.

The Problem I Wanted to Solve

Every startup founder I know is flying blind.

They spend months manually Googling competitors, guessing their market size, and walking into investor meetings completely unprepared. The tools that exist are either $500 a month or built for analysts with MBAs — not for a first-time founder working from their bedroom.

I wanted to build the Bloomberg Terminal for startup founders. Real intelligence. Real data. Zero confusion.

What FounderAI Actually Does

When you open FounderAI, the first thing you do is tell it about your startup idea. Just plain English — no forms, no spreadsheets.

From that single input, the AI generates an entire intelligence profile:

Command Center — Your startup health score, today's most critical action, and a live news feed pulled from HackerNews filtered to your exact industry.

Competitor War Room — AI automatically finds your real competitors. Not ones you search for manually. It discovers them based on your idea. Then it pulls Reddit sentiment, hiring signals, funding timelines, and feature gaps for each one.

Validate and Build — An 8-axis radar chart scoring your idea. The brutal investor questions you'll get asked — with pre-written defense strategies. TAM/SAM/SOM visualization. A complete Business Model Canvas filled by AI.

Fund and Finance — A real-time financial simulator where you drag sliders and watch your runway, revenue projections, and burn rate update live. Investor matching based on your stage and vertical.

Operate and Grow — Legal setup wizard, team org chart builder, 90-day Gantt roadmap, and a launch countdown with readiness tracking.

And a floating AI chat assistant on every single page that knows your startup context and gives specific advice — not generic tips.

The Tech Stack

Here's what's running under the hood:

MeDo by Baidu — the no-code AI platform that built the entire React app
React + Tailwind CSS — generated by MeDo
Framer Motion — all the animations
Recharts — every chart and visualization
Groq AI with Llama 3.1 70B — the AI engine, routed through a Supabase Edge Function to avoid CORS issues
HackerNews Algolia API — live industry news, completely free
Reddit Search API — real competitor sentiment, completely free
Supabase — authentication, database, and edge functions
Total cost to run this: zero dollars.

The Hardest Part

Honestly? Making it feel genuinely useful rather than just pretty.

Any founder can open ChatGPT and type "validate my startup idea." What they get back is generic, forgettable advice that could apply to literally any business.

The breakthrough for FounderAI was the AI expert system prompt — a deeply engineered persona built on startup knowledge that forces every response to be specific to the actual startup being analyzed. Real competitor names. Real market numbers. Real investor questions tailored to the exact industry.

The second hard part was CORS. When you try to call an external AI API directly from a browser-based React app, the browser blocks it. The fix was routing all AI calls through a Supabase Edge Function that runs server-side. Once that clicked, everything worked.

What Surprised Me

I genuinely did not expect to ship something that looked and felt this professional without writing a single line of code myself.

MeDo is genuinely impressive. You describe what you want in plain English — the design system, the animations, the data flow, the API integrations — and it builds it. When something breaks you describe the fix. When you want to add a feature you describe it.

The skill that mattered most was not coding. It was knowing exactly what to ask for and being specific enough that the AI could execute it. Prompt engineering turned out to be the real superpower here.

What I Would Do Differently
Start with Demo Mode from day one. I wasted hours debugging live API connections when I should have first built a fully working demo version with hardcoded realistic data. Once the demo works perfectly, you layer in the real integrations.

Also — build in phases, not one giant prompt. MeDo handles focused instructions much better than a 2000-word mega prompt thrown at it all at once.

Try It Yourself

If you are a founder, an entrepreneur, or even just someone with an idea you have been sitting on — give FounderAI a try.

Enter your startup. See what the AI finds. Let it ask you the hard questions before a real investor does.

Built entirely with MeDo at the Build with MeDo Hackathon 2026.

This project is proof that the barrier between having an idea and shipping a real product has never been lower.

You just have to start.

#BuiltWithMeDo #FounderAI #NoCode #Startups #AI #MeDoHackathon