Inspiration
Every founder wastes weeks validating an idea, Googling
competitors, building decks in Canva, cold emailing VCs into the
void. We wanted to build something that does all of it in 90
seconds with real data, real artifacts, and real outreach.
What it does
Scout scans
the market against Product Hunt, YC, and Solana on-chain data.
Atlas sizes your TAM/SAM/SOM with customer segments. Forge builds
a technical blueprint and deploys a live website. Deck generates
a 10-slide pitch deck with dynamic theming and real photos.
Connect matches you with VCs, writes personalized cold emails,
and sends them via SendGrid with open/click tracking that
re-ranks your investor list in real time. You get downloadable
PDFs, a live website, a pitch deck, and a 30-day sprint plan —
all in under 90 seconds.
How we built it
React + Vite + Tailwind frontend with Framer Motion and Recharts.
Express + TypeScript backend running 5 core agents and 10 AI
tools on OpenAI gpt-4o-mini. 13 free-tier API integrations:
Serper, Pexels, SendGrid, GitHub, Vercel, Product Hunt, DeFi
Llama, Solana RPC, ElevenLabs, pdfkit, and more. The pipeline
uses parallel execution with per-agent timeouts and a
late-arrival retry pattern. Deployed on Vercel + Railway.
Challenges we ran into
GitHub's fine-grained tokens couldn't create repos — we pivoted
to generating full websites and deploying them to Vercel instead.
SendGrid emails from Gmail addresses got silently dropped by SPF
checks. Our 15-second agent timeout was too aggressive for
Connect which generates 10 personalized emails — we tuned each
agent's budget individually. Text was invisible on our dark theme
because one CSS variable was nearly the same hex as the
background.
Accomplishments that we're proud of
30 working features tested end-to-end. Real email delivery with
webhook tracking that re-ranks VCs by engagement in real time. A
collision score that cross-references your idea against Product
Hunt, 5,000+ YC companies, and every other founder on the
platform. Voice-enabled pitch practice with AI scoring and
ElevenLabs audio feedback. Professional PDF reports generated
server-side. Zero dummy data anywhere in the entire app.
What we learned
The moat isn't the LLM — it's the system around it. Any tool can
call GPT. The value is in persistent state, cross-user
intelligence, real-world side effects like emails sent and sites
deployed, and data that compounds over time. Free tiers are
powerful enough to build a production-grade platform across 13
APIs without spending a dollar.
What's next for Venture AI
Domain authentication for reliable email deliverability. Supabase
migration for persistent production data. LinkedIn OAuth for
real warm intro path mapping. Weekly digest emails when market
conditions change your score. Team collaboration with role-based
DNA profiles. A mobile app with push notifications for VC
open/click events.
Built With
- css-frameworks:-react-18
- defi-llama-(defi-tvl)
- elevenlabs-(tts)
- express-4
- framer-motion-11-platforms:-vercel-(frontend)
- github-(repo-creation)
- html
- javascript
- node.js-apis:-openai-(gpt-4o-mini)
- pexels-(images)
- product-hunt-(graphql-v2)
- railway-(backend)
- sendgrid-(email-+-tracking)
- serper-(google-search)
- solana-rpc-(on-chain-data)
- tailwind-css-3
- typescript
- vercel-(deployments)
- vite-5
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