Андре
🗺️ SEO & AEO Optimization — Map of Content
Business as Code Principle
“Your business can no longer be just a group of people executing static instructions. Digitize your business logic. Make it accessible to AI agents. Put self-improvement on autopilot.” — Business as Code Manifesto
This vault applies the Business as Code operating model to website SEO and AEO (Answer Engine Optimization) — the discipline of making your content rank in traditional search engines and get cited by AI models like ChatGPT, Perplexity, Claude, and Gemini. Every step in this process is defined as a machine-readable, versionable artifact — not a static document that goes stale the moment it’s written.
🏗️ Process Architecture
flowchart TD TD["📋 Target Definition<br/>What we optimize for"] SA["⚡ Site Audit Agent<br/>AUTO"] KR["⚡ Keyword & Topic Research<br/>AUTO"] HR1["👤 Human Gate 1<br/>Approve strategy"] CO["⚡ Content Optimization<br/>AUTO"] AEO["⚡ AEO Structuring Agent<br/>AUTO"] TS["⚡ Technical SEO Agent<br/>AUTO"] HR2["👤 Human Gate 2<br/>Review content"] AB["⚡ Authority & Citation Building<br/>AUTO"] MI["🔄 Metrics Loop<br/>CONTINUOUS"] TD --> SA --> KR --> HR1 --> CO --> AEO --> TS --> HR2 --> AB --> MI --> KR
📁 Vault Index
⚙️ Foundation
| File | Purpose | Type |
|---|---|---|
| 01-Process-Manifest | Master process manifest — the “code” of this workflow | Manifest |
| 02-Target-Definition | SEO & AEO targets as versioned specification | Spec |
🤖 AI Agents (AUTO)
| File | Purpose | Automation Level |
|---|---|---|
| 03-Site-Audit-Agent | Crawls site, captures technical baseline | ~95% auto |
| 04-Keyword-and-Topic-Research-Agent | Builds keyword universe + AI query map | ~85% auto |
| 05-Content-Optimization-Engine | Generates and optimizes content per target | ~80% auto |
| 06-AEO-Structuring-Agent | Restructures content for AI citation | ~90% auto |
| 07-Technical-SEO-Agent | Implements technical fixes and schema | ~75% auto |
| 08-Authority-Building-Agent | Builds backlinks + AI citation sources | ~70% auto |
👤 Human Touchpoints
| File | Purpose |
|---|---|
| 09-Human-Review-Gates | Where humans approve strategy and content — not execute |
📊 Improvement Loop
| File | Purpose |
|---|---|
| 10-Metrics-and-Self-Improvement | SEO + AEO metrics, anomaly detection, and the BaC self-improvement loop |
🧭 How This Vault Works
Business as Code vs. Traditional SEO
A traditional SEO SOP says “research keywords and optimize your content.” A Business as Code manifest says exactly which data to pull, which agent pulls it, what the output schema is, and what triggers the next stage — so an AI agent can execute it without interpretation.
Three principles applied throughout:
- Executable over descriptive — Every stage has a defined input, output, and agent/human responsible.
- Human gates, not human execution — Humans approve strategy and sample content; agents audit, research, write, and optimize.
- Every metric feeds back — Rankings, traffic, and AI citation rates automatically update the improvement loop.
SEO + AEO: Two optimization tracks, one process
Traditional SEO optimizes for search engine crawlers and ranking algorithms. AEO optimizes for AI model training data patterns, citation behavior, and answer quality heuristics. This vault handles both in a unified pipeline.
🔖 Tags Used in This Vault
#agent— Files describing AI agent specifications#human-gate— Files describing human review checkpoints#manifest— Process manifest files#spec— Specification files (targets, templates, schemas)#metrics— Measurement and improvement files#BaC— Business as Code principle references#seo— Traditional search engine optimization steps#aeo— Answer Engine Optimization (AI/LLM search) steps
📌 Quick Links
- Start here for setup → 02-Target-Definition
- See what agents do → 03-Site-Audit-Agent, 04-Keyword-and-Topic-Research-Agent, 06-AEO-Structuring-Agent
- See where you plug in → 09-Human-Review-Gates
- See how it improves → 10-Metrics-and-Self-Improvement
- See the full manifest → 01-Process-Manifest