# Aeo Optimization

AI Engine Optimization - semantic triples, page templates, content clusters for AI...

- Repository: https://github.com/alinaqi/maggy (710 stars)
- Category: Engineering
- License: MIT
- Last updated: 2026-10-13
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add alinaqi/maggy --skill aeo-optimization -g -a claude-code -y`
Codex: `npx skills add alinaqi/maggy --skill aeo-optimization -g -a codex -y`
Cursor: `npx skills add alinaqi/maggy --skill aeo-optimization -g -a cursor -y`
Gemini CLI: `npx skills add alinaqi/maggy --skill aeo-optimization -g -a gemini-cli -y`

## Description

AI Engine Optimization - semantic triples, page templates, content clusters for AI citations

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# AI Engine Optimization (AEO) Skill


**Purpose:** Optimize content for AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) so your brand gets cited in AI-generated answers.

**Source:** Based on [HubSpot's AEO Guide](https://www.hubspot.com/aeo) and industry best practices.

---

## Why AEO Matters Now

```
┌────────────────────────────────────────────────────────────────┐
│  THE GREAT DECOUPLING                                          │
│  ────────────────────────────────────────────────────────────  │
│  Impressions ≠ Clicks anymore.                                 │
│  AI engines compile answers from multiple sources.             │
│  More buyer journey happens inside chat experiences.           │
│  58% of Google searches = zero clicks (AI overviews).          │
├────────────────────────────────────────────────────────────────┤
│  THE OPPORTUNITY                                               │
│  ────────────────────────────────────────────────────────────  │
│  Shape what AI engines say about your category and product.    │
│  Get cited as the authoritative source.                        │
│  Best answer > Best page ranking.                              │
└────────────────────────────────────────────────────────────────┘
```

**Key Stats:**
- 70% of consumers use ChatGPT for searches
- 47% of Google queries show AI overviews
- Average ChatGPT prompt: 23 words (vs 4.2 for Google)
- AEO market: $886M (2024) → $7.3B (2031)

---

## How AI Engines Choose Answers

AI engines use three main signals to select content for answers:

### 1. Consensus

Facts that appear across multiple credible sources get trusted and reused.

**How to build consensus:**
- Repeat key facts consistently across your own pages
- Use same terminology as industry leaders
- Link to and from authoritative external sources
- Create internal content clusters that reinforce each other

### 2. Information Gain

The rest: https://github.com/alinaqi/maggy/blob/HEAD/skills/aeo-optimization/SKILL.md