Google SERP Extraction & AI Summarization with Bright Data

This workflow automates the extraction of Google Search Engine Results Pages (SERPs) using Bright Data's proxy-based API, enabling repeatable searches across different queries, regions, and zones without manual effort. It processes raw HTML responses through an LLM-powered Google Search Data Extractor to strip away CSS/JS and deliver clean, structured text data ready for analysis.

Next, it leverages Gemini Flash with a summarization chain to condense search results into concise overviews, saving time for users who need quick insights rather than sifting through full pages. An AI Agent then intelligently formats the data into readable, JSON-compatible structures, acting as a virtual assistant tailored for downstream integrations.

Finally, the workflow sends the summarized and structured results to a customizable webhook, integrating seamlessly with apps like Slack, Google Sheets, CRMs, or custom systems. Ideal for professionals in research, marketing, or competitive analysis, it provides real-time, actionable intelligence while handling setup via Bright Data credentials in n8n.