Social Media Manager – TK Webhosts

This project showcases an intelligent automation pipeline built to solve the “visual fatigue” of automated social media posting. Instead of a single cookie-cutter style, this system dynamically selects and generates imagery across a wide spectrum of aesthetics, ranging from 90s corporate retro and chaotic office satire to sleek, high-fidelity modernism.

The Workflow

• Intelligent Prompting: Using a Large Language Model (LLM), we developed a logic gate that analyzes the topic submitted via a user form.

• Dynamic Aesthetic Switching: The LLM is prompted to assign a specific “visual vibe” that best fits the subject matter (e.g., “retro-tech” for server issues or “clean-minimalist” for growth metrics).

• n8n Automation: The entire process is orchestrated by n8n, which handles the data flow from form submission to LLM analysis, and finally to the image generation engine.

Visual Styles Explored

The engine successfully renders diverse styles to match the brand’s “voice” for the day:

• The “Retro-Glitch” Aesthetic: Gritty, flash-photography style featuring 90s hardware and old-school UI overlays (as seen in the “SEO Boost” and “Server Overload” concepts).

• The “Modern Professional” Aesthetic: Clean, bright, and aspirational office environments with high-quality 3D assets and floating holograms.

• The “Satirical Cartoon” Aesthetic: High-energy, illustrated chaos used to highlight common pain points like “email drip” failures in a relatable, humorous way.

Key Takeaway: This system eliminates the manual “style-hunting” phase, ensuring that TK WebHosts’s social presence remains unpredictable, engaging, and perfectly aligned with the technical topic at hand.