This n8n workflow automates the process of extracting, summarizing, and analyzing web data using advanced AI models and web scraping tools. Starting with a manual trigger, it fetches web snapshots from Bright Data, processes the content with Google Gemini’s AI models for extraction and summarization, and sends the insights to a webhook for further use. The workflow includes error checking, status monitoring of data snapshots, and data splitting for enhanced processing. Practical use cases include market research, competitive analysis, and content summarization, making it invaluable for marketing teams, data analysts, and developers seeking automated web intelligence gathering.
Automated Web Data Extraction and Summarization Workflow
Node Count | 11 – 20 Nodes |
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Nodes Used | @n8n/n8n-nodes-langchain.chainSummarization, @n8n/n8n-nodes-langchain.documentDefaultDataLoader, @n8n/n8n-nodes-langchain.informationExtractor, @n8n/n8n-nodes-langchain.lmChatGoogleGemini, @n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter, httpRequest, if, manualTrigger, set, stickyNote, wait |
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