Aeo Optimization
AI Engine Optimization - semantic triples, page templates, content clusters for AI...
Install
npx skills add alinaqi/maggy --skill aeo-optimization -g -a claude-code -y- Repository
- alinaqi/maggy710
- Category
- Engineering
- Updated
- 22d ago
- License
- MIT
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
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 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
