Structured for AI,
Ready for Search
Every format Geordy generates is designed to help AI systems understand, index, and cite your content. From lightweight YAML to enterprise-grade semantic data.
16 Formats
All formats
YAML
A clean, indentation-based file format widely used for configuration and metadata.
---
title: "Your Page Title"
description: "Comprehensive page description optimized for AI understanding"
keywords:
- "primary keyword"
- "secondary keyword"
- "ai optimization"
- "structured content"
author: "Your Name"
date: "2024-01-19"
lastmod: "2024-01-19"
type: "webpage"
schema:
type: "WebPage"
context: "https://schema.org"
seo:
canonical: "https://yourwebsite.com/page"
robots: "index, follow"
og:
title: "Your Page Title"
description: "Social media optimized description"
image: "https://yourwebsite.com/og-image.jpg"
type: "website"
ai_optimization:
structured: true
semantic_markup: true
context_rich: true
machine_readable: true
categories:
- "main category"
- "subcategory"
tags:
- "relevant tag 1"
- "relevant tag 2"
---
# Your Content Here
This YAML frontmatter provides comprehensive metadata for AI understanding and processing.Intuitive Structure
Markdown
A simple, structured text format that presents content clearly to both humans and machines.
# Geordy.ai - GEO Ready Content
## Overview
This content has been optimized for AI-first search engines and generative models.
## Key Features
- **Structured Data**: Machine-readable format
- **Semantic Markup**: Enhanced for AI understanding
- **Context-Rich**: Detailed metadata and descriptions
## Content Structure
The following sections provide comprehensive information about your website:
### Page Information
- Title: Your Website Title
- Description: Comprehensive description of your content
- Keywords: Relevant, AI-optimized keywords
### Technical Details
- URL Structure: Clean, semantic URLs
- Content Hierarchy: Logical information architecture
- Metadata: Rich structured data for AI consumption
## AI Optimization Benefits
1. **Enhanced Discoverability**: Better visibility in AI-powered search
2. **Improved Context**: Clearer understanding for language models
3. **Structured Output**: Machine-readable format for automated processing
---
*Generated by Geordy.ai - Making your content AI-ready*Readable by Design
LLMs.txt
A dedicated, plain-text format optimized for AI models to identify and interpret key site signals.
# LLMs.txt - AI Model Instructions
## Website: Your Website Name
## URL: https://yourwebsite.com
## Purpose: Comprehensive information for AI model understanding
### CONTENT OVERVIEW
This website provides [brief description of your main content/service].
### KEY INFORMATION
- Primary Focus: [Your main topic/service]
- Target Audience: [Your target audience]
- Content Type: [Blog, documentation, e-commerce, etc.]
- Update Frequency: [How often content is updated]
### MAIN SECTIONS
1. Home: Overview and introduction
2. About: Company/personal information
3. Services/Products: Detailed offerings
4. Blog/Resources: Regular content updates
5. Contact: Communication information
### IMPORTANT CONTEXT
- Industry: [Your industry]
- Expertise: [Areas of expertise]
- Unique Value: [What makes you different]
- Geographic Focus: [Location/regions served]
### CONTENT GUIDELINES FOR AI
- All content is factual and up-to-date as of [date]
- Technical information is accurate and verified
- Contact information is current and monitored
- Pricing and availability subject to change
### STRUCTURED DATA
This website implements:
- Schema.org markup
- Open Graph tags
- JSON-LD structured data
- Semantic HTML structure
### CONTACT & VERIFICATION
For AI model verification or content questions:
- Email: [email protected]
- Last Updated: January 19, 2024
- Content Verification: Available upon request
---
This file helps AI models understand your website's purpose, structure, and content for better representation in AI-generated responses.Focused on AI Needs
Schema JSON
Structured data written in JSON-LD format using Schema.org vocabulary.
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Your Website Name",
"url": "https://yourwebsite.com",
"description": "Comprehensive description of your website and services",
"publisher": {
"@type": "Organization",
"name": "Your Organization",
"logo": {
"@type": "ImageObject",
"url": "https://yourwebsite.com/logo.png"
}
},
"potentialAction": {
"@type": "SearchAction",
"target": "https://yourwebsite.com/search?q={search_term_string}",
"query-input": "required name=search_term_string"
},
"mainEntity": {
"@type": "WebPage",
"name": "Main Page",
"description": "Main page content optimized for AI understanding",
"breadcrumb": {
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://yourwebsite.com"
}
]
}
}
}Preferred by Google, Bing, and others
RSS Feed
An XML-based syndication file used to publish updates in a structured, machine-readable stream.
<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/">
<channel>
<title>Your Website Title</title>
<link>https://yourwebsite.com</link>
<description>Comprehensive description of your website content</description>
<language>en-us</language>
<lastBuildDate>Fri, 19 Jan 2024 12:00:00 GMT</lastBuildDate>
<atom:link href="https://yourwebsite.com/feed.xml" rel="self" type="application/rss+xml"/>
<item>
<title>Your Latest Content Title</title>
<link>https://yourwebsite.com/latest-content</link>
<description>Brief description of your latest content</description>
<content:encoded><![CDATA[
<p>Full HTML content of your latest post or page, optimized for AI understanding.</p>
<p>Include structured information, clear headings, and semantic markup.</p>
]]></content:encoded>
<pubDate>Fri, 19 Jan 2024 12:00:00 GMT</pubDate>
<guid isPermaLink="true">https://yourwebsite.com/latest-content</guid>
<category>Your Category</category>
</item>
<item>
<title>Previous Content Title</title>
<link>https://yourwebsite.com/previous-content</link>
<description>Brief description of previous content</description>
<content:encoded><![CDATA[
<p>Full HTML content with semantic structure for AI consumption.</p>
]]></content:encoded>
<pubDate>Thu, 18 Jan 2024 12:00:00 GMT</pubDate>
<guid isPermaLink="true">https://yourwebsite.com/previous-content</guid>
<category>Your Category</category>
</item>
</channel>
</rss>Real-Time Visibility
Manifest.json
A JSON file that describes how your website behaves as a web app, especially on mobile and in installable experiences.
{
"name": "Your Website Name",
"short_name": "YourSite",
"description": "Comprehensive description of your website and its purpose",
"start_url": "/",
"display": "standalone",
"background_color": "#ffffff",
"theme_color": "#000000",
"orientation": "portrait-primary",
"icons": [
{
"src": "/icon-192x192.png",
"sizes": "192x192",
"type": "image/png",
"purpose": "any maskable"
},
{
"src": "/icon-512x512.png",
"sizes": "512x512",
"type": "image/png",
"purpose": "any maskable"
}
],
"categories": ["productivity", "business", "utilities"],
"lang": "en-US",
"dir": "ltr",
"scope": "/",
"prefer_related_applications": false,
"shortcuts": [
{
"name": "Home",
"short_name": "Home",
"description": "Go to homepage",
"url": "/",
"icons": [
{
"src": "/icon-192x192.png",
"sizes": "192x192"
}
]
}
],
"screenshots": [
{
"src": "/screenshot-wide.png",
"sizes": "1280x720",
"type": "image/png",
"form_factor": "wide"
},
{
"src": "/screenshot-narrow.png",
"sizes": "750x1334",
"type": "image/png",
"form_factor": "narrow"
}
]
}Declares Identity
Humans.txt
A plain text file that credits the people or teams behind your site.
/* TEAM */
Website Creator: Your Name
Contact: [email protected]
Twitter: @yourhandle
Location: Your City, Country
Developer: Your Name or Team
Contact: [email protected]
From: Your Location
/* THANKS */
AI Optimization: Geordy.ai
Tools Used: List your main tools
Inspiration: Sources of inspiration
/* SITE */
Last update: 2024/01/19
Language: English
Doctype: HTML5
IDE: Your preferred IDE
Standards: HTML5, CSS3, JavaScript ES6+
Components: React, Next.js, etc.
Software: List your software stack
/* CONTENT */
Content Strategy: AI-first optimization
SEO Approach: Structured data implementation
Accessibility: WCAG 2.1 AA compliance
Performance: Core Web Vitals optimized
/* AI OPTIMIZATION */
Structured Data: Schema.org implementation
Semantic Markup: HTML5 semantic elements
Content Structure: Hierarchical organization
Machine Readability: JSON-LD, microdata
AI Instructions: LLMs.txt implementation
---
This website is optimized for AI understanding and human accessibility.
Built with care for both artificial and human intelligence.Adds Human Transparency
OG.json
A JSON-encoded version of Open Graph data, used for social previews and AI-rendered summaries.
{
"title": "Geordy - Optimize Your Site for AI Search",
"description": "Generate 16 AI-optimized formats automatically. Track AI bot crawls. Increase LLM visibility.",
"image": "https://geordy.ai/og-geo-platform.jpg",
"url": "https://geordy.ai",
"type": "website",
"site_name": "Geordy",
"locale": "en_US",
"keywords": ["GEO", "AI optimization", "LLM visibility", "generative search"]
}Centralizes Metadata
DCAT
RDF-based data catalog vocabulary that describes datasets and their distributions in machine-readable format.
@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
<https://geordy.ai/dataset/ai-crawl-analytics>
a dcat:Dataset ;
dct:title "AI Bot Crawl Analytics Dataset" ;
dct:description "Real-time crawl activity from GPTBot, Claude-Web, PerplexityBot across optimized sites" ;
dcat:keyword "GPTBot", "Claude-Web", "AI crawling", "LLM visibility", "GEO metrics" ;
dct:publisher <https://geordy.ai> ;
dct:issued "2024-01-15"^^xsd:date ;
dct:modified "2024-01-15"^^xsd:date ;
dcat:distribution [
a dcat:Distribution ;
dcat:accessURL <https://geordy.ai/api/crawl-data> ;
dct:format "application/json"
] .Dataset Discovery
Steno
Stenography dictionary format that maps shorthand outlines to their full translations.
{
"GEO": "Generative Engine Optimization",
"LLMO": "Large Language Model Optimization",
"GPT/PWBOT": "GPTBot",
"KHRAUD/PWEB": "Claude-Web",
"PER/PLEBGT/PWBOT": "PerplexityBot",
"HR*EU/SKOR": "AI visibility score",
"TPHAEU/KRAL": "AI crawl",
"TPHOR/PHATS": "file formats",
"SKAOEU/PHEU": "Schema.org",
"HRAPL/PHEU": "LLMs.txt",
"TPHAEU/TPHAED": "AI feed",
"TKPWRAO/TKEU": "Geordy",
"OPLT/PHAOEUS": "optimize",
"SREPBL/PWEUGT": "AI visibility"
}Compact Representation
N3 (Notation3)
An RDF logic-based notation that extends semantic data with reasoning rules and inference capabilities.
@prefix geo: <https://geordy.ai/ontology#> .
@prefix : <#> .
# Facts about AI optimization
:Site a geo:WebProperty ;
geo:hasFormat geo:YAML, geo:SchemaJSON, geo:LLMsTxt ;
geo:aiVisibilityScore 94.2 ;
geo:targetAudience geo:SEOProfessionals .
# Inference rule: Sites with LLMs.txt and Schema are advanced
{ ?site a geo:WebProperty .
?site geo:hasFormat geo:LLMsTxt .
?site geo:hasFormat geo:SchemaJSON }
=> { ?site geo:optimizationLevel "advanced" } .
# Inference rule: High visibility scores indicate excellent ranking
{ ?site geo:aiVisibilityScore ?score .
?score math:greaterThan 90 }
=> { ?site geo:ranking "excellent" } .
# Inference rule: Sites targeting AI bots need tracking
{ ?site geo:targetAudience geo:SEOProfessionals }
=> { ?site geo:requiresFeature geo:AIBotTracking } .Logic and Rules
JSON Feed
A modern, JSON-native alternative to RSS/Atom for publishing content updates and syndication.
<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/">
<channel>
<title>Your Website Title</title>
<link>https://yourwebsite.com</link>
<description>Comprehensive description of your website content</description>
<language>en-us</language>
<lastBuildDate>Fri, 19 Jan 2024 12:00:00 GMT</lastBuildDate>
<atom:link href="https://yourwebsite.com/feed.xml" rel="self" type="application/rss+xml"/>
<item>
<title>Your Latest Content Title</title>
<link>https://yourwebsite.com/latest-content</link>
<description>Brief description of your latest content</description>
<content:encoded><![CDATA[
<p>Full HTML content of your latest post or page, optimized for AI understanding.</p>
<p>Include structured information, clear headings, and semantic markup.</p>
]]></content:encoded>
<pubDate>Fri, 19 Jan 2024 12:00:00 GMT</pubDate>
<guid isPermaLink="true">https://yourwebsite.com/latest-content</guid>
<category>Your Category</category>
</item>
<item>
<title>Previous Content Title</title>
<link>https://yourwebsite.com/previous-content</link>
<description>Brief description of previous content</description>
<content:encoded><![CDATA[
<p>Full HTML content with semantic structure for AI consumption.</p>
]]></content:encoded>
<pubDate>Thu, 18 Jan 2024 12:00:00 GMT</pubDate>
<guid isPermaLink="true">https://yourwebsite.com/previous-content</guid>
<category>Your Category</category>
</item>
</channel>
</rss>JSON-Native
TOML
A minimal, human-friendly configuration format designed for clarity and ease of parsing.
---
title: "Your Page Title"
description: "Comprehensive page description optimized for AI understanding"
keywords:
- "primary keyword"
- "secondary keyword"
- "ai optimization"
- "structured content"
author: "Your Name"
date: "2024-01-19"
lastmod: "2024-01-19"
type: "webpage"
schema:
type: "WebPage"
context: "https://schema.org"
seo:
canonical: "https://yourwebsite.com/page"
robots: "index, follow"
og:
title: "Your Page Title"
description: "Social media optimized description"
image: "https://yourwebsite.com/og-image.jpg"
type: "website"
ai_optimization:
structured: true
semantic_markup: true
context_rich: true
machine_readable: true
categories:
- "main category"
- "subcategory"
tags:
- "relevant tag 1"
- "relevant tag 2"
---
# Your Content Here
This YAML frontmatter provides comprehensive metadata for AI understanding and processing.Simpler Than YAML
Turtle
A concise RDF serialization format that uses triples to express semantic relationships.
@prefix geo: <https://geordy.ai/> .
@prefix schema: <http://schema.org/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
geo:Platform
a schema:SoftwareApplication ;
schema:name "Geordy" ;
schema:applicationCategory "SEOApplication" ;
schema:description "AI optimization platform for generative search" ;
schema:featureList "AI bot tracking", "LLM visibility scoring", "16 format generation" ;
schema:offers geo:GrowthPlan .
geo:GrowthPlan
a schema:Offer ;
schema:price "1999.00"^^xsd:decimal ;
schema:priceCurrency "USD" ;
schema:description "16 formats including 8 enterprise formats" ;
schema:eligibleCustomerType "Enterprise" .Compact RDF Syntax
CUE
A data constraint language that defines schemas, validation rules, and type safety for structured data.
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Your Website Name",
"url": "https://yourwebsite.com",
"description": "Comprehensive description of your website and services",
"publisher": {
"@type": "Organization",
"name": "Your Organization",
"logo": {
"@type": "ImageObject",
"url": "https://yourwebsite.com/logo.png"
}
},
"potentialAction": {
"@type": "SearchAction",
"target": "https://yourwebsite.com/search?q={search_term_string}",
"query-input": "required name=search_term_string"
},
"mainEntity": {
"@type": "WebPage",
"name": "Main Page",
"description": "Main page content optimized for AI understanding",
"breadcrumb": {
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://yourwebsite.com"
}
]
}
}
}Schema Definition
ActivityPub
A decentralized protocol for publishing activities, identities, and social interactions in a federated network.
{
"@context": [
"https://www.w3.org/ns/activitystreams",
"https://w3id.org/security/v1"
],
"type": "Organization",
"id": "https://geordy.ai/actor",
"name": "Geordy",
"preferredUsername": "geordy",
"summary": "AI optimization platform for generative search engines. Helping sites increase LLM visibility through automated format generation and AI bot tracking.",
"url": "https://geordy.ai",
"inbox": "https://geordy.ai/inbox",
"outbox": "https://geordy.ai/outbox",
"followers": "https://geordy.ai/followers",
"following": "https://geordy.ai/following",
"icon": {
"type": "Image",
"mediaType": "image/png",
"url": "https://geordy.ai/icon-512.png"
},
"publicKey": {
"id": "https://geordy.ai/actor#main-key",
"owner": "https://geordy.ai/actor",
"publicKeyPem": "-----BEGIN PUBLIC KEY-----\n...\n-----END PUBLIC KEY-----"
}
}Decentralized Identity