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Temo Barjadze
Temo Barjadze

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Show DEV: Pipeout - AI-powered B2B outreach that finds, scores, and contacts leads

What I built

I've spent the last several months building Pipeout (https://pipeout.app) -- a B2B outreach platform that handles the full pipeline automatically: find leads, score them by fit, and send personalized cold emails.

The problem

Most B2B outreach tools make you do the work: export a CSV, manually score leads, write emails, set up sequences. The result is hours of grunt work before a single email goes out.

How Pipeout works

  1. You define your ideal customer profile (industry, company size, role, signals)
  2. Pipeout searches across multiple data sources and scores each lead on fit
  3. Personalized email sequences go out automatically -- each one tailored to the lead's context
  4. You get notified on replies and can take over the conversation

The stack

  • Backend: FastAPI + Python, PostgreSQL with async SQLAlchemy
  • Queue: Celery + Redis for async email sends and lead enrichment
  • Secrets: OpenBao (open-source Vault fork) for API key storage
  • Frontend: React + TypeScript + shadcn/ui
  • AI: OpenAI GPT-4o for personalization, internal scoring model

Current status

Live at https://pipeout.app. Free tier available. Looking for early users to help shape the roadmap.

Would love feedback from this community -- especially if you've dealt with the cold outreach grind before.

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