# GEO AEO optimization Human Guide

## What This Is For
Professional methodology for visibility in AI-powered search engines and generative AI responses. It gives the agent a clearer input/output frame for search and SEO workflows: what context to ask for, what decisions to make, and what usable artifact to return.

Use this as a human-readable version of the GEO AEO optimization agent skill. It is meant for marketers, operators, founders, and other non-coders who want the workflow without reading agent-specific implementation instructions.

## When To Use This
- Use this when you need a repeatable process for GEO AEO optimization.
- Use this when the task needs judgment, examples, constraints, or a clear output format rather than a one-off prompt.
- Use this when you want to hand an AI assistant enough context to produce a usable marketing artifact.

## When Not To Use This
- Do not use this when you only need a quick factual answer.
- Do not use this when the work depends on private data you cannot share with the assistant.
- Do not use this as a replacement for legal, compliance, financial, or medical review.

## What You Need Before Starting
- The goal or business outcome you want.
- The audience, customer segment, or market context.
- Any source material the assistant should respect, such as notes, briefs, examples, URLs, or brand guidance.
- Constraints such as tone, length, channel, deadline, region, or approval requirements.
- A clear definition of what a good final answer should look like.

## Step-By-Step Workflow
1. State the job clearly: "Use the GEO AEO optimization guide to help me with..."
2. Add context: audience, goal, offer, channel, source material, and constraints.
3. Ask the assistant to identify missing inputs before producing the final output.
4. Have the assistant follow the skill-specific guidance below.
5. Review the result against the final checklist and ask for revisions where needed.

## Skill-Specific Guidance
- 58% of queries are conversational
- AI Overviews appear in ~47% of Google searches
- Traditional CTR dropped 34.5% for top results due to AI answers
- These strategies are complementary, not competing
- Optimizing content for AI search engines
- Improving featured snippet capture rate
- Auditing AI citation readiness
- Restructuring content for AI extractability
- Implementing E-E-A-T signals
- First 40-60 words should directly answer the query
- Use question-format H2 headers
- Provide concise, extractable definitions

## Decision Points And Nuance
The original skill emphasizes: Understanding GEO vs AEO vs SEO, When to Use This Skill, The Triple-Threat Framework, E-E-A-T Foundation (Required for All), AEO: Featured Snippets & AI Overviews, What is [Topic]?, GEO: AI Citation Optimization, Content Structure Template, What is [Topic]? {#definition}, How [Topic] Works {#how-it-works}.

Use these questions to steer the work:
- What is the intended audience or buyer?
- What source material must be preserved?
- What should the assistant optimize for: clarity, persuasion, accuracy, speed, creativity, or conversion?
- What examples represent the desired quality bar?
- What should the assistant avoid?

## Common Mistakes
- 1. E-E-A-T Foundation (Required for All)
- **Critical:** Ensure server-side rendering. AI crawlers often don't execute JavaScript well.
- **Below 50:** Critical - Major restructuring required
- | **Time Required** | [X minutes/hours] |
- ⚠️ **Warning:** [Common mistake to avoid]
- Why is [topic] important?
- ├── What topics do they cover that we don't?
- Answers must be complete and standalone

## Copy-And-Paste Prompt
```text
Use the GEO AEO optimization human guide.

My goal:
[Describe the business outcome]

Audience:
[Describe who this is for]

Context and source material:
[Paste notes, examples, links, or existing copy]

Constraints:
[Tone, length, channel, timeline, must-include items, must-avoid items]

Before producing the final output, ask me for any missing information that would materially improve the result.
```

## Final Checklist
- [ ] The output matches the original goal.
- [ ] The audience and context are reflected in the answer.
- [ ] Important constraints and source material were preserved.
- [ ] The assistant made the relevant decisions explicit.
- [ ] The final artifact is ready to use, review, or hand to the next person.

## Source
This guide was generated from the schwepps/skills skill entry for `geo-aeo-optimization`.

## Source Skill Notes
These notes preserve the nuance from the original skill. Use them as supporting reference when the workflow above feels too generic.

# GEO & AEO Optimization Framework

Professional methodology for visibility in AI-powered search engines and generative AI responses.

## Understanding GEO vs AEO vs SEO

```
SEO  → Rank in traditional search results (blue links)
AEO  → Appear in featured snippets, AI Overviews, voice answers
GEO  → Get cited in generative AI responses (ChatGPT, Claude, Perplexity)
```

**2025 Reality:**
- 58% of queries are conversational
- AI Overviews appear in ~47% of Google searches
- Traditional CTR dropped 34.5% for top results due to AI answers
- These strategies are complementary, not competing

## When to Use This Skill

- Optimizing content for AI search engines
- Improving featured snippet capture rate
- Auditing AI citation readiness
- Restructuring content for AI extractability
- Implementing E-E-A-T signals
- Preparing for voice search

## The Triple-Threat Framework

### 1. E-E-A-T Foundation (Required for All)

AI systems prioritize trusted, authoritative sources:

```
Experience   → First-hand knowledge, case studies, original research
Expertise    → Credentials, depth of knowledge, technical accuracy
Authority    → Citations, backlinks, mentions, brand recognition
Trustworthiness → Accuracy, transparency, clear sourcing
```

**Implementation Checklist:**
```
□ Author bio with credentials on every article
□ Link to authoritative sources
□ Include original data/research
□ Show methodology and sources
□ Update content regularly with visible dates
□ Display contact information
□ Include editorial guidelines
```

### 2. AEO: Featured Snippets & AI Overviews

**Lead with the Answer:**
- First 40-60 words should directly answer the query
- Use question-format H2 headers
- Provide concise, extractable definitions

**Content Structure for AEO:**
```markdown
## What is [Topic]?

[Direct answer in 1-2 sentences that can be extracted as a snippet]

[Supporting details and context follow]
```

**Snippet-Optimized Formats:**
| Query Type | Best Format |
|------------|-------------|
| "What is X?" | Definition paragraph (40-60 words) |
| "How to X" | Numbered steps (5-8 steps) |
| "Best X" | Bulleted list with brief descriptions |
| "X vs Y" | Comparison table |
| "Why X?" | Direct answer + explanation |

### 3. GEO: AI Citation Optimization

**The CRASP Framework:**
```