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Download references/en/geo-optimization.md from Gingiris/gingiris-seo-geo: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Gingiris/gingiris-seo-geo/resolve/main/references/en/geo-optimization.md
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curl -L -o geo-optimization.md https://huggingface.co/datasets/Gingiris/gingiris-seo-geo/resolve/main/references/en/geo-optimization.md
GEO Optimization Guide
Generative Engine Optimization — Get your content cited by AI search engines
What is GEO
GEO (Generative Engine Optimization) is an optimization strategy for AI search engines (ChatGPT, Perplexity, Claude, Google AI Overview).
When a user asks AI "recommend a video generation tool," the AI's answer is based on the content it has crawled and understood. GEO's goal: make your product appear in AI answers.
Relationship with SEO
SEO → User searches Google → Sees your link → Clicks through
GEO → User asks ChatGPT → AI cites your content → User trusts and visits
Shared foundation: Structured content + quality information + technical accessibility
GEO Core Three
1. IndexNow Real-Time Push
What is IndexNow: A protocol that lets you proactively tell search engines "I have new content" instead of waiting for crawlers. Supported by Bing, Yandex, Naver, with data shared to partner AI search engines.
Setup:
# 1. Get API Key from https://www.bing.com/indexnow
# 2. Place verification file at site root: /{your-key}.txt
# 3. Push URLs
curl -X POST "https://api.indexnow.org/indexnow" \
-H "Content-Type: application/json" \
-d '{
"host": "your-domain.com",
"key": "your-api-key",
"urlList": [
"https://your-domain.com/pricing",
"https://your-domain.com/blog/new-article",
"https://your-domain.com/compare/competitor"
]
}'
Push Strategy:
| Priority | Page Type | When to Push |
|---|---|---|
| P0 | Pricing page | Every price change |
| P0 | New blog/article | Day of publishing |
| P1 | Feature pages | New feature launch |
| P1 | Comparison pages | When competitor updates |
| P2 | Case studies | On publish |
2. robots.txt — Allow AI Crawlers
User-agent: *
Allow: /
User-agent: ChatGPT-User
Allow: /
User-agent: GPTBot
Allow: /
User-agent: OAI-SearchBot
Allow: /
User-agent: Claude-Web
Allow: /
User-agent: PerplexityBot
Allow: /
User-agent: *
Disallow: /admin/
Disallow: /api/
Sitemap: https://your-domain.com/sitemap.xml
3. AI-Friendly Content Formatting
Direct answers (most important):
Open every page with a one-line answer to the core question:
## What is [Product]?
[Product] is a [category] platform that helps [target users] [core value].
It's used by [user count] to [primary use case].
Structured comparison tables:
AI models prefer tabular comparisons:
| Feature | [Product] | [Competitor A] | [Competitor B] |
|---------|----------|---------------|---------------|
| AI Avatars | Yes | Yes | No |
| API Access | Yes | No | Yes |
| Free Tier | Yes | Limited | No |
| Starting Price | $30/mo | $50/mo | $25/mo |
FAQ format covering high-frequency questions:
### How much does [product] cost?
[Product] offers a free tier. Paid plans start at $X/month...
### What's the difference between [product] and [competitor]?
[Product] focuses on [differentiator], while [competitor] is better for [use case]...
GEO Content Optimization Checklist
Page-Level
- Page opens with one-line direct answer to "what is this"
- Contains at least one structured comparison table
- FAQ Section covering 5+ common questions
- FAQPage Schema markup
- Data uses precise numbers, not vague language
- Includes "Last updated" date (AI prefers fresh content)
Site-Level
- robots.txt allows major AI crawlers
- IndexNow configured and pushing on updates
- sitemap.xml includes all core pages
- Clear internal linking between pages
- About page establishes E-E-A-T (team, funding, customers)
Content Strategy
- Each competitor has a dedicated comparison page
- Pricing page has comprehensive FAQ
- Blog articles open with Key Stats table
- Case studies include specific numbers and outcomes
- Glossary pages cover key industry concepts
AI Citation Monitoring
Manual Checking
Periodically test your brand and category keywords on AI platforms:
Test queries:
- "recommend a [category] tool"
- "best [category] software for [use case]"
- "[product] vs [competitor] comparison"
- "what is [product]"
| Platform | Frequency | Focus |
|---|---|---|
| ChatGPT (GPT-4) | Weekly | Is brand mentioned? |
| Perplexity | Weekly | Are there citation links? |
| Claude | Weekly | Is information accurate? |
| Google AI Overview | Weekly | Appearing in AI summary? |
When AI Gets It Wrong
If AI cites your product with incorrect information:
- Update the corresponding page on your site
- IndexNow push immediately
- Re-check in 1-2 weeks
GEO and E-E-A-T
AI models prefer to cite content with these signals:
| E-E-A-T Signal | How to Build |
|---|---|
| Experience | First-person narrative, specific cases, "we tried..." stories |
| Expertise | Precise numbers, correct industry terminology, technical depth |
| Authoritativeness | Cited by authoritative sites, media coverage, industry ratings |
| Trustworthiness | HTTPS, privacy policy, contact info, author bios |
Key insight: AI models are better at identifying "AI-generated mediocre content" than traditional search engines. Therefore, GEO's core competitive advantage is actually authentic human experience and unique perspectives.
GEO Optimization Guide v1.0 — Gingiris SEO/GEO Playbook