web-content
SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization
What this skill does
# Web Content Skill
For creating web content optimized for both traditional SEO and AI discovery (ChatGPT, Perplexity, Claude, Gemini).
**Sources:** [GEO Complete Guide](https://skale.so/marketing/geo/) | [AI Search SEO](https://www.gravitatedesign.com/blog/ai-search-seo/) | [LLM Optimization](https://surferseo.com/blog/llm-optimization-seo/) | [Generative Engine Optimization](https://www.siddharthbharath.com/generative-engine-optimization/)
---
## Philosophy
**SEO gets clicks. GEO gets citations.**
Traditional SEO optimizes for Google rankings. Generative Engine Optimization (GEO) optimizes for being cited by AI assistants. Modern content needs both:
- **SEO**: Rank on search results pages
- **GEO**: Be cited in AI-generated answers (ChatGPT, Perplexity, Claude, Gemini)
AI traffic grew 1,200% between July 2024 and February 2025. Google's search share dropped below 90% for the first time in a decade. Optimize for both.
---
## Content Structure for AI + SEO
### The Golden Rule
**Write for humans, structure for machines.**
AI systems prefer:
- Short, clear, fact-based content
- Clean formatting (headers, bullets, tables)
- Standalone sections that can be quoted
- Direct answers to questions
---
## Page Types & Templates
### Homepage
```markdown
## Homepage Structure
### Above the Fold
- **Headline**: Clear value proposition (what you do + for whom)
- **Subheadline**: How you deliver that value
- **Primary CTA**: One clear action
- **Trust signals**: Logos, testimonials, stats
### Content Sections
1. **Problem Statement**: Pain point you solve
2. **Solution Overview**: How you solve it (3-4 key features)
3. **Social Proof**: Testimonials, case studies, logos
4. **How It Works**: 3-step process (simple)
5. **Pricing Preview**: Or link to pricing page
6. **FAQ Section**: 5-7 common questions (GEO gold)
7. **Final CTA**: Repeat primary action
### Schema Required
- Organization schema (name, logo, founding date, social links)
- WebSite schema with SearchAction
- FAQ schema for questions section
```
### Product/Service Page
```markdown
## Product Page Structure
### Hero Section
- **Product Name**: Clear, descriptive
- **One-line Description**: What it does in 10 words or less
- **Key Benefit**: Primary value proposition
- **CTA**: Buy/Try/Demo
### Content Sections
1. **TL;DR Box**: 3-5 bullet summary (AI-quotable)
2. **Problem → Solution**: What problem, how solved
3. **Features Grid**: 4-6 features with icons
4. **Comparison Table**: vs. alternatives (GEO loves these)
5. **Use Cases**: Who uses it and how
6. **Testimonials**: Real names, photos, companies
7. **Pricing**: Clear tiers if applicable
8. **FAQ**: Product-specific questions
### Schema Required
- Product schema (name, description, price, availability)
- Review schema (aggregate rating)
- FAQ schema
- BreadcrumbList schema
```
### Blog Post / Article
```markdown
## Blog Post Structure
### Opening (First 100 words)
- **TL;DR**: Direct answer to the title's question
- **What you'll learn**: Bullet list of takeaways
- This section should be quotable standalone
### Body Structure
- **H2 sections**: Main topics (5-7 per article)
- **H3 subsections**: Supporting points
- **Bullet lists**: For scanability
- **Stat boxes**: Highlight key numbers
- **Comparison tables**: When comparing options
### Content Elements
- Definition boxes ("What is X?")
- Step-by-step instructions
- Code examples (if technical)
- Original statistics/research
- Expert quotes with attribution
### Closing
- **Summary**: Key takeaways (bulleted)
- **Next steps**: What reader should do
- **Related content**: Internal links
### Metadata Required
- Author name + bio + photo
- Publication date
- Last updated date (visible!)
- Reading time
- Article schema with author
```
### FAQ Page
```markdown
## FAQ Page Structure
### Organization
- Group questions by category
- Most common questions first
- Direct, concise answers
- Link to detailed pages for more info
### Question Format
Q: [Exact question users ask]
A: [Direct answer in first sentence, then elaboration]
### Schema Required
- FAQPage schema (critical for AI discovery)
- Each Q&A as Question/Answer schema
```
### Landing Page
```markdown
## Landing Page Structure
### Single Focus
- One offer
- One audience
- One CTA (repeated)
### Sections
1. **Headline**: Benefit-focused, specific
2. **Problem Agitation**: Pain points
3. **Solution**: Your offer
4. **Proof**: Testimonials, stats, logos
5. **Features**: 3-5 key benefits
6. **Objection Handling**: FAQ or guarantee
7. **CTA**: Clear, urgent
### No Navigation
- Remove header nav (reduce exits)
- Single path: read → convert
```
---
## AI-Optimized Content Formats
### TL;DR Boxes
```html
<div class="tldr-box">
<h3>TL;DR</h3>
<ul>
<li>Key point 1 with specific detail</li>
<li>Key point 2 with number/stat</li>
<li>Key point 3 with actionable insight</li>
</ul>
</div>
```
Place at top of articles. AI systems extract these for summaries.
### Definition Blocks
```markdown
## What is [Term]?
[Term] is [concise definition in one sentence]. It [what it does] by [how it works].
**Key characteristics:**
- Characteristic 1
- Characteristic 2
- Characteristic 3
```
Start with "What is X?" - AI systems look for this pattern.
### Comparison Tables
```markdown
| Feature | Product A | Product B | Our Product |
|---------|-----------|-----------|-------------|
| Price | $99/mo | $149/mo | $79/mo |
| Feature 1 | ✓ | ✗ | ✓ |
| Feature 2 | ✗ | ✓ | ✓ |
| Best For | Enterprise | Startups | SMBs |
```
AI loves structured comparisons. Include in product and review pages.
### Stat Boxes
```html
<div class="stat-box">
<span class="stat-number">73%</span>
<span class="stat-label">of users prefer AI search for complex queries</span>
<span class="stat-source">Source: Adobe Analytics, 2024</span>
</div>
```
Original statistics with sources get cited by AI.
### Step-by-Step Guides
```markdown
## How to [Do Thing]
### Step 1: [Action Verb] [Object]
[Explanation of what to do]
**Example:**
[Concrete example]
### Step 2: [Action Verb] [Object]
[Explanation]
### Step 3: [Action Verb] [Object]
[Explanation]
**Result:** [What user achieves]
```
Use HowTo schema markup for these.
---
## Schema Markup (Critical for AI)
### Organization Schema
```json
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Your Company",
"url": "https://yoursite.com",
"logo": "https://yoursite.com/logo.png",
"foundingDate": "2020",
"description": "One sentence description",
"sameAs": [
"https://twitter.com/yourcompany",
"https://linkedin.com/company/yourcompany",
"https://github.com/yourcompany"
],
"contactPoint": {
"@type": "ContactPoint",
"email": "[email protected]",
"contactType": "customer service"
}
}
```
### Article Schema
```json
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "Article Title",
"description": "Meta description",
"image": "https://yoursite.com/article-image.jpg",
"author": {
"@type": "Person",
"name": "Author Name",
"url": "https://yoursite.com/team/author-name",
"jobTitle": "Role at Company",
"sameAs": [
"https://linkedin.com/in/author",
"https://twitter.com/author"
]
},
"publisher": {
"@type": "Organization",
"name": "Your Company",
"logo": {
"@type": "ImageObject",
"url": "https://yoursite.com/logo.png"
}
},
"datePublished": "2025-01-15",
"dateModified": "2025-01-20"
}
```
### FAQ Schema
```json
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is your product?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Direct answer here. Keep concise but complete."
}
},
{
"@type": "Question",
"name": "How much does it cost?",
"acceptedAnswer": {
"@type": "Answer",
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