rachid2012
Regular Member
- Dec 14, 2017
- 400
- 130
I'm building something I've been thinking about for years. Let me tell you about it.
0/ But first who am I?
Not a developer by training.
I've been hustling online for years:
→ Selling services on the internet
→ Publishing Android apps
→ Building WordPress websites for clients
I know how to make things work online.
I just never built my own software from scratch.
Until now.
I'm vibe coding. I use AI to build things I couldn't build alone. new superpower.
---
1/ The problem I kept seeing:
Every niche website needs content.
Good content takes time.
Time is the one thing you never have enough of.
So I asked myself what if I built the machine instead of feeding it?
---
2/ What I'm building:
A multi-tenant AI publishing platform.
One codebase. Multiple niche websites. One admin dashboard to control all of them.
The AI writes the articles. The AI optimizes them. The AI generates the images.
I just manage the keywords and the strategy.
---
3/ This isn't just another AI content tool.
Most tools give you a text box and a button.
I'm building a full pipeline:
Stage 0 → SERP analysis (reads the competition first)
Stage 1 → Writer agent
Stage 2 → Humanizer agent
Stage 3 → SEO agent
Stage 4 → Image agent
Every article goes through all 5 stages automatically.
---
4/ The tech stack if you're curious:
→ Node.js + Express API
→ React admin dashboard
→ PostgreSQL on Supabase
→ Claude Sonnet for writing
→ Redis for job queues
→ OVH VPS for hosting
→ Multi-tenant architecture (one server, unlimited sites)
---
5/ What's already built:
Full admin dashboard (15 sections)
Multi-site manager
Keyword control panel + CSV import
5-stage AI pipeline
Quality gate (blocks bad articles automatically)
SEO control panel with live Google preview
Author profile system with E-E-A-T schema
GEO layer (llms.txt, AI crawler control)
IndexNow for instant Google indexing
SERP analyzer before every article
Cannibalization detector
Google Search Console integration
Citation monitor (tracks if ChatGPT/Perplexity cite your site)
Topic cluster + orphan article detector
GEO health score dashboard
---
6/ The vision:
Most people build for 2022 SEO.
I'm building for 2026 GEO.
GEO = Generative Engine Optimization.
AI engines like ChatGPT, Perplexity, and Google AI Overviews are the new search.
Your content needs to be cited by AI, not just ranked by Google.
This platform is built for that world.
---
7/ The target:
Launch 5 niche sites in different languages and geos in the next 90 days.
Let the AI pipeline run daily.
Monitor rankings and AI citations weekly.
Reinvest ad revenue into more domains.
The goal isn't one website.
The goal is a compounding content machine.
---
8/ Why I'm sharing this publicly:
Building in public keeps me accountable.
Documenting the journey forces clarity.
And maybe someone else can learn from what I'm doing or tell me what I'm doing wrong.
This is day one of going live.
Current state. As for now,
Investment: $50 for cloud code APIs, $10 for OVH VPS, $10 for domain names.
Current Earnings: $0-
Goal: The main goal for me is to build not to make money for now, but the general overview, each website I build, must make 1$ a day.
Follow along if you want to see how it goes.
0/ But first who am I?
Not a developer by training.
I've been hustling online for years:
→ Selling services on the internet
→ Publishing Android apps
→ Building WordPress websites for clients
I know how to make things work online.
I just never built my own software from scratch.
Until now.
I'm vibe coding. I use AI to build things I couldn't build alone. new superpower.
---
1/ The problem I kept seeing:
Every niche website needs content.
Good content takes time.
Time is the one thing you never have enough of.
So I asked myself what if I built the machine instead of feeding it?
---
2/ What I'm building:
A multi-tenant AI publishing platform.
One codebase. Multiple niche websites. One admin dashboard to control all of them.
The AI writes the articles. The AI optimizes them. The AI generates the images.
I just manage the keywords and the strategy.
---
3/ This isn't just another AI content tool.
Most tools give you a text box and a button.
I'm building a full pipeline:
Stage 0 → SERP analysis (reads the competition first)
Stage 1 → Writer agent
Stage 2 → Humanizer agent
Stage 3 → SEO agent
Stage 4 → Image agent
Every article goes through all 5 stages automatically.
---
4/ The tech stack if you're curious:
→ Node.js + Express API
→ React admin dashboard
→ PostgreSQL on Supabase
→ Claude Sonnet for writing
→ Redis for job queues
→ OVH VPS for hosting
→ Multi-tenant architecture (one server, unlimited sites)
---
5/ What's already built:
Full admin dashboard (15 sections) Multi-site manager Keyword control panel + CSV import 5-stage AI pipeline Quality gate (blocks bad articles automatically) SEO control panel with live Google preview Author profile system with E-E-A-T schema GEO layer (llms.txt, AI crawler control) IndexNow for instant Google indexing SERP analyzer before every article Cannibalization detector Google Search Console integration Citation monitor (tracks if ChatGPT/Perplexity cite your site) Topic cluster + orphan article detector GEO health score dashboard---
6/ The vision:
Most people build for 2022 SEO.
I'm building for 2026 GEO.
GEO = Generative Engine Optimization.
AI engines like ChatGPT, Perplexity, and Google AI Overviews are the new search.
Your content needs to be cited by AI, not just ranked by Google.
This platform is built for that world.
---
7/ The target:
Launch 5 niche sites in different languages and geos in the next 90 days.
Let the AI pipeline run daily.
Monitor rankings and AI citations weekly.
Reinvest ad revenue into more domains.
The goal isn't one website.
The goal is a compounding content machine.
---
8/ Why I'm sharing this publicly:
Building in public keeps me accountable.
Documenting the journey forces clarity.
And maybe someone else can learn from what I'm doing or tell me what I'm doing wrong.
This is day one of going live.
Current state. As for now,
Investment: $50 for cloud code APIs, $10 for OVH VPS, $10 for domain names.
Current Earnings: $0-
Goal: The main goal for me is to build not to make money for now, but the general overview, each website I build, must make 1$ a day.
Follow along if you want to see how it goes.
,,, for image im using cloud flare workers to reduce the cost but isnt that good i will move to nano banana ,,,, working on other elements ,, thank you for your notes
