How Pulse Creative Built Their Social Media AI Workflow with llmcontrols.ai

Disclaimer: The following stories are fictitious and generated using AI; they represent potential implementations using LLM Controls, and may include elements under active development or to be jointly developed with customers

The Challenge

Ava, social media strategist at Pulse Creative, was overwhelmed managing multiple clients across Twitter, Instagram, LinkedIn, and Facebook. Each platform demanded unique post lengths, tones, and formats. The team spent hours adapting content, tracking trends manually, and juggling posting schedules, which caused delays, inconsistent engagement, and missed opportunities.

“We were always behind the curve, reacting instead of leading conversations,” Ava recalls. “We needed a smarter, faster way to produce posts that truly connected with audiences.”

Discovering llmcontrols.ai

Pulse Creative found its solution in llmcontrols.ai, a visual AI workflow builder that allowed them to automate social media content creation, trend analysis, and scheduling with ease, all while preserving brand voice authenticity.

“With llmcontrols.ai, we could tailor workflows for each platform, automating complex social media tasks without losing the creative spark,” Ava says. “It gave us speed and scale like never before.”

Building Their Workflow: From Setup to Deployment

Ava’s team started with a simple goal: to streamline content creation across multiple platforms without losing creativity. Using llmcontrols.ai’s visual editor, they built their first workflow: a Social Media AI engine that could generate, refine, and schedule posts automatically.

The Setup:

They began by feeding brand assets, campaign briefs, and past post data into the system to provide rich creative context. Then, they connected platform-specific agents for Twitter, Instagram, LinkedIn, and Facebook to tailored LLM nodes. Each node used unique prompt templates tuned to the platform’s tone, format, and audience behavior.

Next, they integrated real-time trend detection to surface hashtags, viral topics, and cultural moments, keeping every post fresh and relevant. The team tested everything in llmcontrols.ai’s Playground, fine-tuning prompts until the content felt indistinguishable from their best-performing organic posts.

The Result:

What once took the team 6 hours to plan and write 20 posts across four platforms now takes just 15 minutes. Engagement consistency improved dramatically, freeing the creative team to focus on strategy and storytelling.

Continuous Improvement Loop

Post-performance data loops back to refine content generation and timing dynamically. The system learns from engagement metrics, enabling the team to continually enhance reach, resonance, and audience growth.

The Impact

Pulse Creative tripled its content output, increased engagement quality, and freed its team to focus on strategic creativity. Client social communities grew more active and loyal, and campaigns truly sparked conversations.

“llmcontrols.ai transformed our social media from reactive posting to proactive engagement,” Ava states. “Our clients aren’t just seen, they’re heard.”

Ready to Build Your Social Media AI Workflow?

We’ll partner with you to design, build, and deploy intelligent, scalable workflows with automated social media content creation in llmcontrols.ai, custom-tailored for your brand’s voice and goals. From platform-perfect content to trending topic integration and automated calendars, transform your social presence with AI-powered efficiency.