AI Browser Agent Automation

n8n Airtop

Project Screenshots

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Project Overview

An AI browser agent that navigates websites like a human — including behind login walls — to complete tasks and extract data that traditional scrapers can't reach.

Tools Used

n8n

Airtop (Browser Automation)

AI Decision Logic

Authenticated Sessions

Data Extraction

The Challenge

Many valuable workflows live behind logins and dynamic interfaces that break standard scrapers and require tedious manual clicking.

The Solution

Built an n8n automation using Airtop that drives a real browser session, handles authentication, navigates dynamic pages, and extracts the needed data reliably.

Key Results

Automated tasks behind login walls and dynamic UIs

Extracted data unreachable by traditional scrapers

Reduced manual, repetitive browser work

Created a reliable agent for authenticated workflows

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