Google search engine results page extraction and summarization with Bright Data

Who this is for? This workflow is designed for professionals and teams who need real-time, structured insights from Google Search results without manual effort.

What problem is this workflow solving? This n8n workflow solves the problem of automating Google Search result extraction, cleanup, summarization, and AI-enhanced formatting for downstream use like sending the results to a webhook or another system.

What this workflow does

1. Automates Google Search via Bright Data - Uses Bright Data’s proxy-based SERP API to run a Google Search query programmatically. - Makes the process repeatable and scriptable with different search terms and regions/zones.

2. Cleans and Extracts Useful Content - The Google Search Data Extractor uses LLM based cleaning to remove HTML/CSS/JS from the response and extract pure text data. - Converts messy, unstructured web content into structured, machine-readable format.

3. Summarizes Search Results Through the Gemini Flash + Summarization Chain, it generates a concise summary of the search results. Ideal for users who don’t have time to read full pages of search results.

4. Formats Data Using AI Agent The AI Agent acts like a virtual assistant that: - Understands search results - Formats them in a readable, JSON-compatible form - Prepares them for webhook delivery

5. Delivers Results to Webhook Sends the final summary + structured search result to a webhook (could be your app, a Slack bot, Google Sheets, or CRM).