Chatbot That Answers SEO Questions Using Google Docs

I Built a Chatbot That Talks to Google’s Official SEO Docs
And it can help you back up your SEO recommendations with actual Google sources

Ever wish you could just ask Google’s official SEO documentation a question, and get a direct answer? I built a chatbot that lets you do exactly that.

Whether you're trying to understand how Google handles a specific SEO scenario or just need a reliable source to support your recommendations, this tool uses vector search to surface the most relevant content directly from Google’s guidelines.

How did I build it? (in short):

• Collected all SEO-related URLs from Google’s sitemaps

• Scraped the content from those pages

• Created text embeddings using Sentence Transformers

• Stored them in Pinecone (a vector database)

• Used LangChain to fetch relevant chunks based on a user’s query

• Passed the retrieved context to GPT to generate a summarized answer

• Built the front end using Streamlit

It’s lightweight, fast, and grounded in official documentation. Try it out and see what insights you can uncover.

This article was rewritten using ChatGPT