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:

1. Answers questions directly in the first 2-3 sentences
2. Uses structured formats (numbered lists, tables, clear headers)
3. Is recent (93% of Perplexity citations are 2024-2025)
4. 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