← Thursday's Architecture

Try Content Marketing Engine 🎮

Interactive demo - See the complete week come together

July 18, 2025
📝 Marketing🎮 Interactive🚀 Production-Feel

From prompts to working system. Now try it.

Monday: 10 prompts. Tuesday: automated distribution. Wednesday: team workflows. Thursday: architecture. Friday: try the actual system. Paste a topic below, watch it generate a calendar, optimize for SEO, distribute to platforms, and track engagement.

Try Different Scenarios

Or Select Complexity Level

💰 Content Marketing ROI Calculator

Adjust sliders to see potential time and cost savings for your content team.

4 people

Number of people on content team (writers, managers, social)

$75,000

Average annual salary per content team member

25 hrs/week

Hours per week spent on content creation, optimization, distribution

60%

Expected time savings with AI-powered content engine

Annual Savings

$112,500

Per year with automation

Payback Period

5.3 mo

Time to recover investment

Before vs After Comparison

Annual Cost (Before)
60% reduction

Before

$187,500

After

$75,000

Time Spent (Before)
60% improvement

Before

5,200 hrs

After

2,080 hrs

Team Productivity
30% improvement

Before

100%

After

130%

Annual Savings
Infinity% improvement

Before

$0

After

$112,500

Time Saved
Infinity% improvement

Before

0 hrs

After

3,120 hrs

ROI Summary

3-Year Savings:$337,500
5-Year Savings:$562,500
ROI (Year 1):225%

These calculations are estimates based on your inputs. Actual results may vary.

🤖 Watch Agents Collaborate Autonomously

See the orchestrator route between planner, generator, optimizer, and distributor agents

Example Scenario
SaaS product launch campaign
1
🎯Orchestrator
Route to Planner Agent
→ New campaign input received
2
🔍Planner Agent
Generate keyword research + content gaps
→ 47 keyword opportunities, 12 content gaps identified
3
🎯Orchestrator
Route to Calendar Agent
→ Keywords ready, build calendar
4
📅Calendar Agent
Generate 12-week calendar with strategic sequencing
→ 36 posts planned, awareness → consideration → decision flow
5
🎯Orchestrator
Route to Generator Agent
→ Calendar ready, generate Week 1 content
6
✍️Generator Agent
Write blog post + social variants
→ 2200-word post + 3 LinkedIn variants + Twitter thread + email
7
🎯Orchestrator
Route to SEO Optimizer Agent
→ Content ready, optimize for search
8
⚡SEO Optimizer Agent
Optimize meta tags, keyword placement, internal links
→ Meta title/description, keyword density 1.8%, 5 internal links added
9
🎯Orchestrator
Route to Channel Adapter Agent
→ Content optimized, adapt for each platform
10
🔄Channel Adapter Agent
Format for LinkedIn, Twitter, email (platform-specific)
→ LinkedIn: 3 variants, Twitter: thread + singles, Email: 3 subject lines
11
🎯Orchestrator
Route to Evaluator Agent
→ Content ready, quality check
12
✓Evaluator Agent
Score quality, check brand alignment, flag issues
→ Quality score: 8.5/10, 2 minor issues flagged, approved for publish
13
🎯Orchestrator
Route to Guardrail Agent (final check)
→ Quality approved, compliance check
14
🛡️Guardrail Agent
Check for: legal issues, brand guideline violations, factual errors
→ No issues detected, cleared for distribution
15
🎯Orchestrator
Final decision: Approve for publishing
→ Content ready, schedule across platforms
💡
No human intervention needed. Orchestrator made 14 routing decisions autonomously. From topic input to multi-platform distribution in 4.2 seconds.

🛠️ Build Your Own Marketing Workflow

Pick agents from the palette below to build your custom workflow, then simulate execution.

Available Agents (12)

Your Workflow

Add agents above to build your workflow

Try It Now - 4 Easy Steps

  1. 1Select a scenario above (SaaS Launch, Thought Leadership, SEO Gaps, Social-First)
  2. 2Click 'Process Campaign' to watch the AI work through research → calendar → optimization → distribution
  3. 3Toggle between role views (Content Manager, SEO Lead, Social Manager, Creator) to see different perspectives
  4. 4Try all 4 scenarios to see how the system handles different content strategies
  5. 5Check the 'Agentic Workflow' section below to see how agents collaborate autonomously
🚀

Want This Built for Your Marketing Team?

This demo shows what's possible. We build it production-ready, integrated with your CMS, connected to your brand guidelines, and custom to your workflows.