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SalesNav Agent

ARIA browser agent automating LinkedIn Sales Navigator lead searches and outreach pipelines

Pythonbrowser-useOllamaClaude

An autonomous browser agent that navigates LinkedIn Sales Navigator using ARIA accessibility trees instead of screenshots. Built with browser-use 0.11.12 and powered by local LLMs via Ollama.

What it does

  • Executes deep-tech, hedge fund, and PE firm lead searches
  • Drafts personalised outreach messages
  • Manages pipeline statistics and inbox monitoring
  • Runs entirely locally — no data leaves your machine

Technical approach

Instead of relying on screenshots and pixel matching, the agent reads the page through its ARIA accessibility tree — the same structure screen readers use. This makes it faster, more reliable, and immune to visual layout changes.