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Selected work

Autonomous outbound agent

An agent that researches, qualifies and writes on its own.

Client
LeadScout AI
Sector
AI agent · lead generation
Duration
Product

The problem

Finding prospects and writing the outreach are two distinct tasks, both time-consuming, and rarely done well at the same time by the same person.

The architecture

  1. 01

    Tavily

    web research

  2. 02

    Firecrawl

    content extraction

  3. 03

    GPT-4o agent

    qualification and writing

  4. 04

    n8n + Sheets

    delivery

The agent drives its own research loop: it decides what to look for, reads what it finds, and only writes once it has something worth personalising with.

Stack

  • Next.js
  • Vercel AI SDK
  • OpenAI GPT-4o
  • Tavily API
  • Firecrawl

The outcome

  • 100%

    autonomous research

  • auto

    personalised emails

Need something similar?

I read every message myself and reply within 24 hours. No automated quote, no form disappearing into a void.

Start a project

Other work