SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization
For creating web content optimized for both traditional SEO and AI discovery (ChatGPT, Perplexity, Claude, Gemini).
Sources: GEO Complete Guide | AI Search SEO | LLM Optimization | Generative Engine Optimization
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:
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.
Write for humans, structure for machines.
AI systems prefer:
## 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 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 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 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 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
<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.
## 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.
| 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.
<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.
## 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.
{
"@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": "hello@yoursite.com",
"contactType": "customer service"
}
}
{
"@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"
}
{
"@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",
"text": "Pricing starts at $X/month for basic plan..."
}
}
]
}
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Product Name",
"description": "Product description",
"image": "https://yoursite.com/product.jpg",
"brand": {
"@type": "Brand",
"name": "Your Company"
},
"offers": {
"@type": "Offer",
"price": "29.99",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.8",
"reviewCount": "127"
}
}
{
"@context": "https://schema.org",
"@type": "HowTo",
"name": "How to Set Up Your Account",
"description": "Step-by-step guide to getting started",
"step": [
{
"@type": "HowToStep",
"name": "Create account",
"text": "Go to signup page and enter your email"
},
{
"@type": "HowToStep",
"name": "Verify email",
"text": "Click the link in the verification email"
}
]
}
✅ DO:
- TL;DR sections at top of articles
- Consistent formatting (headers, bullets)
- Named authors with credentials
- Original research and statistics
- Multi-intent content (covers related questions)
❌ AVOID:
- Thin content without substance
- Missing author attribution
- Outdated information (no dates)
✅ DO:
- Original statistics with sources
- Comparison tables and structured data
- Clean URL slugs (/topic-name not /p=123)
- Short, declarative statements
- Images, charts, diagrams
- YouTube videos (Perplexity shows these)
❌ AVOID:
- Generic content without unique insights
- Missing citations/sources
- Poor URL structure
✅ DO:
- Well-structured, logical content
- Clear definitions and explanations
- Technical accuracy
- Balanced perspectives
- Proper citations
❌ AVOID:
- Misleading or sensational content
- Missing context
- Outdated technical information
✅ DO:
- Rich schema markup
- Detailed image alt-text
- YouTube content (Google-owned)
- Multimedia (video, audio with transcripts)
❌ AVOID:
- Missing structured data
- Images without alt-text
- Text-only content
<article>
<header>
<h1>Article Title</h1>
<div class="meta">
<span class="author">By John Smith</span>
<span class="published">Published: January 15, 2025</span>
<span class="updated">Last updated: January 20, 2025</span>
</div>
</header>
</article>
AI systems prefer recent content. Show dates prominently.
| Content Type | Update Frequency |
|---|---|
| Product pages | On feature changes |
| Pricing | Immediately on change |
| Blog posts | Quarterly review |
| Statistics | When new data available |
| Guides | Semi-annually |
.*chatgpt\.com.*|.*perplexity\.ai.*|.*gemini\.google\.com.*|.*copilot\.microsoft\.com.*|.*openai\.com.*|.*claude\.ai.*|.*poe\.com.*|.*you\.com.*|.*phind\.com.*
// Check for AI referrer
const aiReferrers = [
'chatgpt.com',
'chat.openai.com',
'perplexity.ai',
'claude.ai',
'gemini.google.com',
'copilot.microsoft.com',
'poe.com',
'you.com',
'phind.com'
];
const referrer = document.referrer;
const isAIReferral = aiReferrers.some(ai => referrer.includes(ai));
if (isAIReferral) {
analytics.track('ai_referral', {
source: referrer,
page: window.location.pathname
});
}
Add to forms:
How did you hear about us?
- [ ] Google Search
- [ ] ChatGPT
- [ ] Perplexity
- [ ] Claude
- [ ] Social Media
- [ ] Referral
- [ ] Other
## SEO Checklist
- [ ] Title tag (50-60 chars) with primary keyword
- [ ] Meta description (150-160 chars) with CTA
- [ ] URL slug is clean and descriptive
- [ ] H1 matches title intent
- [ ] H2/H3 hierarchy is logical
- [ ] Images have descriptive alt-text
- [ ] Internal links to related content
- [ ] External links to authoritative sources
## GEO Checklist
- [ ] TL;DR or summary at top
- [ ] Direct answer to main question in first paragraph
- [ ] Stat boxes with sources
- [ ] Comparison tables where applicable
- [ ] FAQ section with schema
- [ ] Author name, bio, and credentials
- [ ] Publication and last-updated dates visible
- [ ] Schema markup validated
- [ ] Content can be quoted standalone
- [ ] Original insights or data included
# Validate schema markup
# Use: https://validator.schema.org/
# Or: https://search.google.com/test/rich-results
project/
├── content/
│ ├── pages/
│ │ ├── home.md
│ │ ├── about.md
│ │ ├── pricing.md
│ │ └── contact.md
│ ├── blog/
│ │ ├── post-1.md
│ │ └── post-2.md
│ └── legal/
│ ├── privacy.md
│ └── terms.md
├── components/
│ ├── SchemaMarkup.tsx
│ ├── TLDRBox.tsx
│ ├── StatBox.tsx
│ ├── FAQSection.tsx
│ └── AuthorBio.tsx
└── lib/
└── schema.ts # Schema generators
| Page Type | Schema |
|---|---|
| Homepage | Organization, WebSite |
| Blog Post | Article, Author, FAQ |
| Product | Product, Review, FAQ |
| FAQ | FAQPage |
| How-to | HowTo |
| About | Organization, Person |
