AI-generated SEO blog posts in chat using scraped conte

This workflow automates the creation of SEO-optimized blog posts using AI, leveraging real-time data from web scraping and Google SERP analysis. On user input via chat, it retrieves contextual knowledge from a vector store and generates high-quality, publication-ready content. Designed for teams scaling content production without sacrificing relevance or depth.

## Who it´s for
- Marketers creating SEO content based on competitor analysis
- Blog owners automating AI-driven publishing
- SEO specialists needing fast generation of relevant articles
- Agencies scaling content output with minimal manual effort

## What the automation does
- Scrapes blog articles from a specified website using Scrapeless API
- Chunks and stores content in Pinecone vector database using Google Gemini embeddings
- Triggers a LangChain AI agent on chat message input to generate context-aware SEO posts
- Analyzes Google SERP results for keyword relevance refinement
- Returns a formatted HTML response ready for publishing
- Can run periodic updates to keep the vector store current

## What´s included
- Ready-to-use n8n workflow
- Trigger logic: manual execution and chat message reception
- Integrations with Pinecone, Google Gemini, Scrapeless API, and Google SERP
- Vector storage and retrieval logic
- Basic setup and adaptation guide

## Requirements for setup
- n8n instance with external API access
- API keys for Google Gemini, Pinecone, Scrapeless, and Google SERP
- Target website URL for scraping (e.g., corporate blog)
- Destination system for output (chat, CMS, email)

## Benefits and outcomes
- Drastically faster creation of high-quality SEO content
- Real-time alignment with current Google search semantics
- Reduced duplication and improved uniqueness via competitor analysis
- Centralized knowledge base in vector format for reuse
- HTML-formatted output ready for direct publishing
- Seamless integration into editorial workflows and chat interfaces

## 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.