AI-Powered Content Automation

200+ Posts.
3 Pages.
One Pipeline.

AI-generated copy, branded 1080px graphics, scheduled publishing, automated first comments, and weekly performance optimization — all running on autopilot while you focus on growing your brand.

200+ posts per week, per page 100% first comment rate 3 live pages, running now
🚀
This Week
200+ posts/page scheduled
💬
First Comments
100% automated
M
MEA
2h · 🌐
The algorithm doesn't hate you. It just doesn't know you yet. Here's how to fix that 👇
ALGORITHM INTEL
Stop Posting
& Praying
👍 47 · 💬 12 comments · ↗ 8 shares
A
After the Uniform
4h · 🌐
VA disability should be filed within 1 year of separation — here's exactly what that means for your rating 🎖️
DID YOU KNOW
1-Year Rule.
Don't Miss It.
👍 93 · 💬 31 comments · ↗ 44 shares
R
Runnin From A2B
6h · 🌐
Most career coaches have never actually changed careers. They're selling a map they've never walked.
UNPOPULAR OPINION
The Map
is Wrong.
👍 61 · 💬 19 comments · ↗ 22 shares
M
MEA
8h · 🌐
Batch your content like a pro. One afternoon = 30 days of posts. Here's the exact workflow 🧵
CREATOR PLAYBOOK
Batch Content
Like a Pro
👍 38 · 💬 9 comments · ↗ 15 shares
AI Copy Generation 1080px PNG Rendering Graph API Scheduling First Comment Automation ElevenLabs Voiceover Remotion Video Suno Music 70/20/10 Optimization SQLite Idempotency Cross-Page Engagement AI Copy Generation 1080px PNG Rendering Graph API Scheduling First Comment Automation ElevenLabs Voiceover Remotion Video Suno Music 70/20/10 Optimization SQLite Idempotency Cross-Page Engagement
200+
Posts per page/week
10
Pipeline phases
100%
First comment rate
26
Automated tools
the system

10 Phases. Zero Manual Work.

From brand configuration to self-optimizing analytics — every step is automated and connected.

01🎨

Brand Configuration

10-min CLI survey generates brand DNA + 200 weekly topics across 10 content pillars

brand_intake.js
02✍️

AI Copy Generation

Claude API generates captions, headlines, and first comments — 200 posts, anti-repetition enforced

generate_copy.js
03🖼️

HTML → PNG Rendering

Playwright renders 120 branded 1080×1080 graphics per page — headless Chromium, zero manual design

render_all.js
04🎬

Video Production

Remotion + ElevenLabs + Suno produces 7 voiced reels and 66 animated micro-posts per week

produce_reels.js
05

QA Validation

Automated pre-flight blocks scheduling on placeholders, short copy, missing images, or duplicates

qa_check.js
06📅

Scheduled Publishing

Graph API schedules across 4 daily slots. SHA-256 SQLite ledger makes every run crash-safe

fb_poster.js
07💬

First Comments

Cron runs every 15 minutes — posts the engagement first comment on every published post automatically

cron_comments.sh
08🤝

Automated Engagement

Auto-replies, cross-page comments, and group posting run daily — all tracked, all deduplicated

cron_engagement.js
09📊

Analytics & Diagnosis

Weekly report maps performance to pillars and diagnoses your page: Ghost, Salesman, Robot, Builder, or Healthy

engagement_report.js
10🔄

Content Optimization

70/20/10 redistribution automatically rewrites next week's topic bank based on what actually performed

optimize_mix.js

"The algorithm doesn't reward the best content.
It rewards consistent volume. This system provides both."

Built on 3 live pages · Running since 2025
live in production

Three Niches. One System.

The same pipeline manages completely different brand identities, voices, and audiences — simultaneously, without any code changes.

📣
Engage MEA
Social Media Strategy
Posts/week200
AudienceCreators & marketers
Top pillarAlgorithm Intel
Reels/week7
🎖️
After the Uniform
Veteran Benefits
Posts/week200
AudienceVeterans navigating VA
Top pillarDid You Know
Reels/week7
🚀
Runnin From A2B
Career Pivots
Posts/week200
AudienceProfessionals pivoting
Top pillarCareer Truth
Reels/week7
what's included

Everything a Content Team Does. Automated.

This isn't a scheduling tool. It generates, renders, publishes, engages, and self-optimizes.

🧠

AI Copy That Sounds Human

Claude API generates 200 unique captions, headlines, and first comments per page per week — with a sliding anti-repetition window so nothing ever reads like a template.

🎨

Branded 1080×1080 Graphics

Playwright renders your HTML templates to pixel-perfect PNGs. Every post matches your brand colors, fonts, and visual identity — automatically, every week.

🎬

Short-Form Video Production

Remotion + ElevenLabs + Suno produces 7 AI-voiced reels and 66 animated micro-posts per week. No video editing. No manual export. Just MP4s ready to post.

💬

First Comment Automation

Every post gets its engagement-boosting first comment within 15 minutes of going live. Matched by caption, tracked by database, zero duplicates — 100% coverage.

🔁

Cross-Page Engagement

Each page comments on the other pages daily. Auto-replies handle incoming comments with 12+ pillar-specific template variants — or live Claude API for substantive replies.

📈

Self-Optimizing Content Mix

Weekly engagement reports diagnose your failure profile. The 70/20/10 optimizer automatically rewrites next week's topic bank based on what actually performed.

intelligence layer

Your Page Gets Diagnosed Every Week.

The system doesn't just post — it evaluates what's working and tells you exactly why engagement is or isn't happening.

👻
Ghost
Low reach — content isn't being shown to your followers
🧑‍💼
Salesman
High reach, low engagement — people see it but don't respond
🤖
Robot
Flat, generic engagement — no emotional response from audience
🏗️
Builder
Growing week-over-week — on the right track, not there yet
Healthy
Strong engagement across 3+ pillars — scale what's working
the alternative

What This Replaces.

Most brands piece together an expensive, inconsistent stack to get a fraction of the output. This system replaces all of it.

Without This System
Social Media Manager
$2,000–$5,000/month for a dedicated hire
Graphic Designer
$500–$1,500/month for branded post graphics
Copywriter
$50–$150 per post at scale
Video Editor
$75–$200 per reel produced
Engagement Management
15–20 hours/week of manual replies and monitoring
Scheduling Tools
$50–$300/month for Buffer, Hootsuite, or Later
Typical monthly investment
$3,000–$8,000+
VS
With This System
200+ Posts Per Page Per Week
AI-generated, brand-calibrated, scheduled automatically
120 Branded Graphics Per Page
1080×1080 PNGs rendered to your exact brand identity
7 Short-Form Reels Per Page
AI voiceover, AI music, Remotion animation — weekly
100% First Comment Coverage
Every post engaged within 15 minutes of going live
Daily Automated Engagement
Replies, cross-page comments, group posts — zero manual work
Self-Optimizing Weekly Mix
Performance data rewrites next week's content automatically
Ready to talk numbers?
tech stack

Built on Production-Grade Tools.

8,938 lines of Node.js. Python rendering. TypeScript video. Two SQLite databases. Six external APIs.

⚡ Node.js 22 🐍 Python 3 📘 TypeScript 🎬 Remotion 🌐 Playwright 🗄️ SQLite 🤖 Anthropic Claude API 🎙️ ElevenLabs 🎵 Suno API 📘 Facebook Graph API ⏰ macOS Cron 🐙 GitHub
// get in touch

Ready to Automate
Your Facebook Presence?

This system is actively running on 3 pages. If you want it running on yours — or want to discuss building something similar — let's talk.