📱 AI-powered X (Twitter) content generator and scheduler with LangChain and Blotato

⚡ 357 views · 📱 Social Media & Email Marketing

Description

This n8n template demonstrates how to use AI to fully automate the generation and scheduling of X (formerly Twitter) content based on a specific, predefined persona.

Use cases are many: It’s perfect for social media marketers looking to streamline content creation, individual experts building a consistent brand voice, or businesses aiming to drive traffic to specific services with a steady stream of relevant content.

Good to know

• The AI model used in this workflow (via OpenRouter) requires an API key and will incur costs based on usage (typically a few cents per generation).
• The Blotato node used for posting is a third-party community node and requires a separate Blotato account.

How it works

This workflow is divided into two main processes: Content Generation and Content Posting.

1. Content Generation Process:

   • A Schedule Trigger kicks off the workflow every 4 hours.
   • An AI Agent (LangChain) generates a post based on a detailed prompt defining a persona, purpose, and rules.
   • A Code node refines the AI’s output, ensuring the text ends naturally.
   • The generated post is then saved to a Google Sheet with a “Not Posted” status, creating a content queue.

2. Content Posting Process:

   • The workflow retrieves one “Not Posted” item from the Google Sheet.
   • An IF node checks the post’s category to determine if an image is required.
   • If an image is needed, it searches for and retrieves a matching image file from a specified Google Drive folder.
   • The Blotato node posts the text (and image, if applicable) to the designated X (Twitter) account.
   • A confirmation email is sent via Gmail to notify stakeholders of the successful post.
   • Finally, the Google Sheet status is updated to “Completed” to prevent duplicate posts.

How to use

• You can test the workflow anytime using the manual trigger. For production, adjust the posting frequency in the “Trigger: Every 4 Hours” node.
• The quality of the generated content is determined by the prompt. Edit the system message within the “AI: Generate X Post Content” node to customize the persona, purpose, tone of voice, etc.
• To generate posts with images, you must upload image files to the specified Google Drive folder. The filename must exactly match the post’s category name (e.g., Evidence-based_Graph.png).

Requirements

• An OpenRouter account (or another AI service account) for the LLM.
• A Blotato account for social media posting.
• A Google account for content management, image storage, and notifications (Sheets, Drive, Gmail).

Customising this workflow

• Expand the workflow to post to other social media platforms supported by Blotato, such as Facebook or LinkedIn.
• Instead of posting immediately, add a human-in-the-loop approval step by sending the AI-generated draft to Slack or email for review before publishing.
• Replace the Schedule Trigger with a Webhook Trigger to generate and post relevant content based on external events, such as “when a new blog post is published.”

🔗 Nodes Used

Google Sheets, Google Drive, Gmail, Schedule Trigger, AI Agent, Structured Output Parser

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup