Scrape and clean search engine results from Google, Bin

This workflow aggregates and cleans search results from Google, Bing, and Yandex using the Bright Data MCP Client and an AI agent powered by Google Gemini. It´s designed for users who need structured, ad-free content from multiple search engines for analysis, monitoring, or integration into internal systems.

## Who it´s for
- Developers automating data collection from search engines
- Analysts requiring regular parsing of search results
- Marketers tracking brand visibility across regions and search engines
- Companies using Bright Data for proxy and web scraping
- Competitive intelligence specialists

## What the automation does
- Manually triggered with a user-defined search query
- Performs parallel searches on Google, Bing, and Yandex via Bright Data MCP
- Extracts and cleans results using a LangChain AI agent with Google Gemini
- Removes ads, HTML markup, and navigation blocks
- Structures cleaned data and sends it to a configured webhook
- Saves results locally as a JSON file

## What´s included
- Ready-to-use n8n workflow
- Logic for manual trigger and result processing
- Integrations with Google Search, Bing Search, Yandex Search, Bright Data MCP, and HTTP API
- Basic text instructions for setup and adaptation

## Requirements for setup
- n8n account (cloud or self-hosted)
- Active Bright Data MCP access with valid credentials
- Google Gemini API key
- Webhook URL to receive data (e.g., Webhook.site or internal endpoint)
- Local storage for JSON output files

## Benefits and outcomes
- Saves time on manual search result analysis
- Delivers clean, structured, human-readable content without ads or clutter
- Enables cross-engine comparison between Google, Bing, and Yandex
- Automates competitive research and visibility tracking
- Integrates with CRM, dashboards, or analytics platforms via webhook
- Supports manual execution or external scheduling (cron, third-party triggers)

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.