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name: geo-content-optimizer description: Optimize content structure and framing for AI citation. Covers trust formats, extractability, and fact-density. allowed-tools: []

GEO Content Optimizer

Content structure and framing for AI citation in ChatGPT, Perplexity, Gemini.

GEO vs Traditional SEO

Content Framing for AI Trust

AI is pattern-trained on authoritative content types. Framing matters more than domain authority.

High-Trust Content Formats:

Reframing Strategy:

Research-Style Content Elements:

• Executive summary / Key findings section
• Methodology explanation (how you evaluated)
• Data tables with citations
• Limitations acknowledgment
• Author credentials / analyst bio

Content Structure for AI Extraction

Paragraph Optimization:

• Keep paragraphs under 120 words
• One idea per paragraph
• Lead with key facts
• Use clear topic sentences

Extractable Formats:

• TL;DR blocks at content start
• Bullet lists for features/steps
• Tables for comparisons
• Definition boxes for terms
• FAQ sections for direct answers

Header Strategy:

• Clear H2/H3 hierarchy
• Question-based headers (matches prompts)
• Topic-keyword alignment
• Semantic grouping

Fact-Density Optimization

High-Value Elements:

• Statistics with sources
• Specific numbers and dates
• Verifiable data points
• Expert quotes with attribution
• Original research findings

Information Gain Signals:

• Unique insights not found elsewhere
• Novel perspectives on topics
• First-hand experience
• Comprehensive coverage
• Updated information

The Taco Bell Test (Chunking)

Every section must make sense on its own WITHOUT reading sections before or after.

• Each chunk = independent, extractable unit
• AI may cite just one section; make it complete
• No "as mentioned above" references

Speed Advantage

AI reacts to fresh, structured inputs faster than waiting for traditional authority signals. A well-framed research piece can gain AI visibility within hours, not months.