AEO Optimizer
Optimize tacosdedatos content to be cited by AI search engines.
Context: /agents/shared/tacosdedatos-growth-playbook.md has current traffic data (ChatGPT: 7 visits, Perplexity: 3 visits — early but growing).
Key Insight
AI assistants cite content that:
- Answers questions directly in the first 2-3 sentences
- Uses structured formats (numbered lists, tables, clear headers)
- Is recent (93% of Perplexity citations are 2024-2025)
- Has topical authority (multiple related articles on the same subject)
Quick Audit Checklist
For any piece of content, check:
□ First paragraph directly answers the main question
□ Has numbered lists or bullet points for key information
□ Uses H2/H3 headers as natural questions
□ Includes a clear definition early ("X is...")
□ Has specific numbers, steps, or examples
□ Updated within last 12 months
□ Part of a topic cluster (linked related content)
AEO-Optimized Structure
# [Question as H1]
[Direct 2-3 sentence answer with key facts]
## [Supporting question as H2]
[Numbered list or table with specifics]
## [Another angle as H2]
[More detail, examples, code]
Platform Differences
See references/platform-behaviors.md for how each AI handles citations differently:
- ChatGPT: Prefers authoritative, comprehensive sources
- Perplexity: Cites inline, loves recent listicles
- Google AI Overviews: Pulls from top 10 organic results
Spanish Content Opportunity
Most AI assistants lack quality Spanish sources for technical topics. Being the definitive Spanish resource on a topic significantly increases citation likelihood.
High-opportunity topics for tacosdedatos:
- AI tool tutorials in Spanish
- Python/pandas guides in Spanish
- Data visualization techniques in Spanish