Automate FAQ Generation with Google Sheets & OpenAI

Automate FAQ Generation with Google Sheets & OpenAI

Transform your content management process by automating FAQ creation with our efficient n8n workflow that combines Google Sheets and OpenAI. Ideal for businesses seeking to save time and maintain accuracy, this workflow auto-generates FAQ drafts by extracting valuable insights directly from your web page content and delivering structured results seamlessly to your Google Sheets.

What this workflow does

• Runs on a weekly schedule, reading the pages list from Google Sheets, and filtering to include only active entries.
• Fetches web pages via HTTP, converting HTML to plain text, and leverages OpenRouter LLMs to extract structured page signals and potential FAQ questions.
• Processes extracted data, appending it to a dedicated “extractions” tab in Google Sheets, where it’s checked and sanitized.
• Utilizes approved facts and new extractions to inform the FAQ generation logic using a second OpenRouter model, determining what pages and tone to adopt.
• Generates draft FAQ sections with cited fact IDs, after validating them for errors, duplication, and formatting.
• Compiles drafts into an HTML email digest for oversight, with optional direct publishing to your CMS via webhook upon manual approval.

Use cases

• Content managers optimizing FAQ sections without manual drafting, leveraging automated processes to ensure consistency and accuracy.
• SaaS operators who need timely and regular updates for help sections and documentation.
• Automation engineers looking to streamline information extraction from web pages into structured FAQ content.

Technical details

• Core integrations: Google Sheets and OpenRouter LLMs
• Nodes used: code, no op, wait, email send, sticky note, HTTP request
• Safe data handling with flexible scheduling and customizable CMS integration for content publishing.