Social Media Posting Agent with Make.com, Groq LLaMA 3 & SocialBee

Illustration of Make.com automation generating and publishing social media posts via LLaMA 3 and SocialBee

Why automate your social media posting?

In today’s fast‑moving digital world, manually creating and scheduling content for multiple platforms is a chore. Enter your Social Media Posting Agent—a no‑code solution using Make.com, Groq’s LLaMA 3, and SocialBee to fully automate the process. Just send a topic via webhook and watch it publish tailored posts to Twitter, Instagram, and Facebook.

Keep your brand voice consistent, save time, and scale your social presence without touching your phone every day.

🔥 How the workflow flows

  1. Webhook trigger: Send your content topic dynamically from external tools (like Airtable, Google Sheets, or custom form).
  2. Groq LLaMA 3 step: Using detailed system prompts, LLaMA 3 generates platform‑specific posts with tone, max length, hashtags, CTA, etc.
  3. JSON Parser: Output is parsed into structured JSON—separate objects like twitter_post, instagram_post, facebook_post.
  4. Router module: Send each JSON object to the respective branch.
  5. SocialBee integration: Schedule or post directly via SocialBee. Instagram branch supports media URLs + CTA. Twitter & Facebook adjust formatting accordingly.

Pro tips & variations

  • Batch posting: Group multiple webhook inputs (like weekly topics) and process them in one run.
  • Image handling: Extend the Instagram branch to fetch images from a cloud storage or design service (e.g., Unsplash or Cloudinary).
  • Language support: Add a language parameter to your webhook, then instruct LLaMA 3 to output posts in Spanish, French, or other languages.
  • A/B testing: Use LLaMA 3 to generate two variants per platform—post one now and schedule the second later to test engagement.
  • Analytics feedback: Integrate SocialBee or another tool to fetch performance metrics, then feed them back into an n8n or Make.com route for optimization tips.

Ready to scale your social strategy?

If you want to build this or other no‑code marketing automations, we’d love to help.

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