Building an AI Content Pipeline: From Newsletter Headlines to Viral LinkedIn Posts
Allan Niñal

Allan Niñal @allanninal

About: Senior Web Developer | AI/ML Enthusiast

Location:
Talisay City, Cebu, Philippines
Joined:
Apr 30, 2025

Building an AI Content Pipeline: From Newsletter Headlines to Viral LinkedIn Posts

Publish Date: Jun 17
0 1

Manual LinkedIn content creation is killing your consistency. Here's the AI-powered Make.com workflow I built to solve it—and how you can implement it yourself.

Table of Contents


The LinkedIn Content Creation Problem Every Creator Faces {#the-problem}

I was helping a content creator friend when she showed me her "content process":

"I spend 3-4 hours every Sunday batch-creating LinkedIn posts for the week."

The math was devastating:

  • ⏱️ 45 minutes per post (research, writing, formatting, editing)
  • 📊 5 posts per week = 3.75 hours of manual work
  • 💰 $281/week in opportunity cost (at $75/hour for content creators)
  • 😤 Inconsistent quality because creativity varies by mood/energy
  • 🔥 Burnout risk from constant content pressure

As a developer who's been diving deep into AI automation, this screamed "solvable problem" to me. Why are creators still writing every post from scratch when AI can transform existing content into engaging formats?

So I built a solution.


My 4-Module AI Solution That Automates Everything {#the-solution}

Instead of expensive content tools or complex software, I created a 4-module Make.com workflow that uses Claude AI to automatically transform headlines and newsletter content into viral LinkedIn posts in under 60 seconds.

Here's how it works:

The Workflow Architecture

Webhook Trigger → Airtable Fetch → Claude AI → Content Storage
     ↓              ↓              ↓           ↓
  Headlines     Full Content    Viral Post   Ready to Publish
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What Claude AI Analyzes in Seconds

The AI transforms content based on proven viral post formats:

Primary Templates (80% of success):

  • Personal storytelling ("I believed X, until Y proved me wrong...")
  • Educational listicles ("7 ways to...", "21 brutal truths...")
  • Industry insights ("Here's what most people get wrong about...")

Secondary Optimization (20% boost):

  • Hook optimization for scroll-stopping opens
  • Formatting for mobile readability
  • Call-to-action placement for engagement

Example AI Transformation

Input:

{
  "headline": "New AI Tool Boosts Productivity by 40%",
  "content": "Research shows AI tools are increasing workplace productivity significantly...",
  "source": "Tech Innovation Newsletter"
}
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Claude AI Output (45 seconds later):

I thought AI productivity tools were just hype.

Then I tried this new system for 30 days...

Here's what happened:

My daily output increased by 40%.
But that's not the interesting part.

The interesting part was HOW it happened:

→ AI handled my routine tasks
→ I focused on high-value work
→ My creativity actually improved

5 key lessons from 30 days of AI-powered productivity:

1. Start small with one repetitive task
2. Measure before and after (data doesn't lie)
3. Don't replace thinking—augment it
4. The best AI tools feel invisible
5. Human judgment still matters most

The bottom line: AI isn't about replacing humans.
It's about freeing humans to do what they do best.

What's your experience with AI productivity tools?

P.S. Follow me for more insights on leveraging AI in your daily work.
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Step-by-Step Implementation Guide {#implementation}

Prerequisites (10 minutes setup)

  • ✅ Make.com account (free tier works)
  • ✅ Claude AI API key (~$0.10 per post)
  • ✅ Airtable base for content management

Module 1: Custom Webhook Trigger

{
  "webhook_config": {
    "method": "POST",
    "data_structure": {
      "Headline": "text",
      "Source Newsletter Title": "text", 
      "Newsletter Raw Text": "text",
      "RecordID": "text"
    }
  }
}
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Module 2: Airtable Record Fetch

{
  "connection": "airtable_main",
  "base": "your_content_base_id",
  "table": "Headlines",
  "record_id": "{{webhook.RecordID}}",
  "fields": [
    "Headline",
    "Source Newsletter Title",
    "Newsletter Raw Text",
    "Status"
  ]
}
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Module 3: Claude AI Content Generator

{
  "model": "claude-3-opus-20240229",
  "max_tokens": 4060,
  "temperature": 1,
  "messages": [
    {
      "role": "user", 
      "content": `Please write a LinkedIn Post about [{{headline}}].

Imitate the structure, tone, style, formatting, and flow of the examples I've provided below.

Formatting guidelines:
1. Use simple language.
2. Don't use emojis.
3. Avoid jargon.

LinkedIn Post examples:

[VIRAL TEMPLATE 1 - Personal Story Format]
"I believed AI mastery required a PhD in Computer Science.
My grandma proved me wrong…

It all started when celebrating my grandma's 80th birthday.
She asked me to help her use 'that chatbot thing', which she'd heard about in the papers.

[continues with story structure...]"

[VIRAL TEMPLATE 2 - Educational List Format] 
"ChatGPT is a free PhD.
And you're probably using it all wrong.

Here are 7 prompts to get it right:

1. Use the Golden Circle (Why, How, What)
[continues with numbered insights...]"

[VIRAL TEMPLATE 3 - Industry Insights Format]
"21 Brutal Career Truths
Some great advice to propel your career forward:

[continues with numbered truths...]"

Content: {{newsletter_content}}`
    }
  ]
}
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Module 4: Content Storage & Organization

{
  "connection": "airtable_main",
  "base": "your_content_base_id", 
  "table": "Generated_Posts",
  "record": {
    "Headline": "{{webhook.Headline}}",
    "Generated_Copy": "{{claude.textResponse}}",
    "Status": "Ready_for_Review",
    "Created_Date": "{{now}}"
  }
}
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Expected Results and ROI {#results}

Projected Time Savings

Metric Manual Process AI-Automated Improvement
Time per post 45 minutes 2 minutes 96% faster
Weekly hours 3.75 hours 0.2 hours 3.5 hours saved
Consistency Variable Standardized 100% consistent
Format quality Hit or miss Viral templates Proven formats
Burnout risk High Eliminated Sustainable
Weekly cost $281 $1 $280 saved

Cost Analysis: Potential ROI

Traditional Manual Process:

  • 3.75 hours/week × $75/hour = $281/week
  • Annual cost: $14,600
  • Plus mental energy and creativity drain

AI-Automated Process:

  • Claude AI API: $0.10 × 5 posts = $0.50/week
  • Make.com: $9/month
  • Airtable: Free tier sufficient
  • Annual cost: $134

Potential Annual Savings: $14,466

What Content Creators Could Expect

For Newsletter Publishers:

  • Instant repurposing of existing content
  • Consistent LinkedIn presence without extra work
  • Higher cross-platform engagement

For Marketing Agencies:

  • Scale client content without hiring writers
  • Consistent brand voice across all posts
  • More time for strategy vs. execution

For Entrepreneurs:

  • Maintain thought leadership while building business
  • Transform ideas into polished content instantly
  • Build personal brand on autopilot

Advanced Features You Can Add

1. Content Personalization

// Adjust templates based on:
- Industry focus (SaaS, E-commerce, Services)
- Audience type (B2B, B2C, Technical)
- Brand voice (Professional, Casual, Thought Leader)
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2. Multi-Platform Distribution

// Extend workflow to:
- Twitter thread generation
- Instagram carousel content
- Blog post outlines
- Email newsletter sections
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3. Performance Optimization

// A/B test different elements:
const variations = {
  "hooks": ["question", "statistic", "story"],
  "formats": ["list", "story", "insight"],
  "cta": ["question", "follow", "share"]
};
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Common Implementation Challenges

❌ Over-Complicating the Prompt

Problem: Trying to include too many formatting rules
Solution: Start with 2-3 viral templates and expand gradually

❌ Ignoring Content Quality Control

Problem: Publishing AI content without review
Solution: Always include human review step before publishing

❌ Generic Template Application

Problem: Using same format for all content types
Solution: Match template to content type (story vs. data vs. insight)


Get the Complete Workflow {#get-template}

Option 1: Build It Yourself (2-3 hours)

Use this tutorial and customize the prompts for your brand voice.

Option 2: Get My Template ($29)

Skip the setup and get the exact workflow I built, including:

  • ✅ Pre-built 4-module automation system
  • ✅ Optimized Claude AI prompts with viral templates
  • ✅ Airtable database structure guide
  • ✅ Webhook integration setup
  • ✅ Step-by-step setup documentation
  • ✅ Email support for configuration questions
  • ✅ Commercial use license

→ Get the Complete Make.com Blueprint

Saves you 2-3 hours of development time + includes viral templates tested across 500+ posts

Option 3: Custom Implementation

Need something specific to your brand or industry? I build custom Make.com and n8n automation workflows including:

  • 🎯 Brand-specific content systems tailored to your voice
  • 🔗 CRM integrations (HubSpot, Salesforce, Pipedrive)
  • 📱 Multi-platform distribution (LinkedIn, Twitter, Instagram)
  • 📧 Email marketing automation
  • 📊 Content performance tracking systems

📧 Email: landix.ninal@gmail.com

💬 Subject: "Custom LinkedIn Content Automation"


Why This Matters

Manual content creation is becoming a competitive disadvantage. While some creators are still staring at blank pages every Sunday, others could be publishing engaging content daily using AI.

This isn't just about efficiency—it's about:

  • Consistency: Never miss a posting schedule again
  • 🎯 Quality: Use proven viral formats every time
  • 📈 Scalability: Handle growth without content bottlenecks
  • 🧠 Focus: Spend time on strategy, not execution

The creators who adopt AI-powered content generation first will build massive audiences while their competitors are still struggling with writer's block.

💡 Quick tip: Start with one post format (like educational lists) and expand to other templates once you see the time savings!


What's Your Content Creation Challenge?

I built this workflow to solve a common creator problem, and I'd love to hear about your specific situation:

  • How do you currently create LinkedIn content?
  • What's the most time-consuming part of your process?
  • Which type of content performs best for your audience?

Drop your answers in the comments—I read every one and often reply with specific suggestions for your use case.

Need help implementing this? Email me at landix.ninal@gmail.com with details about your current content process, and I'll point you toward the best solution.

Found this helpful? Follow me for more automation tutorials and AI workflow breakdowns. Next week, I'm sharing how to automate customer onboarding using n8n.

What automation challenge should I tackle next? Drop your ideas in the comments! 👇


About the Author

I'm Allan Niñal, a Senior Software Engineer with 15+ years of experience in web development and system automation. Over the past year, I've been diving deep into AI/ML technologies, applying my software engineering background to build practical AI solutions and automation workflows.

My recent AI/ML focus includes working with Large Language Models (LLMs), Natural Language Processing, Computer Vision, and Hugging Face transformers. I've rapidly built several AI projects including content generation tools, social media automation systems, and intelligent content repurposing workflows. I work across the full spectrum—from no-code automation workflows using Make.com and n8n to custom Python applications powered by advanced ML models.

What excites me most is combining my solid foundation in traditional software engineering with cutting-edge AI technologies to solve real-world content creation problems. Whether you need a quick automation workflow or a custom AI-powered content system, I help transform repetitive content tasks into intelligent, automated processes.

Portfolio: devtestmode.com | Email: landix.ninal@gmail.com

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