16 AI-Optimized Formats

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.

8
Core Formats
YAML, Markdown, JSON, RSS & more
8
Enterprise
DCAT, N3, Turtle & more
100%
Automated
Live Generation
All formats generated automatically from your content. No manual work required.

16 Formats

All formats

YAML

A clean, indentation-based file format widely used for configuration and metadata.

config.yaml syntax example
---
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.

README.md syntax example
# 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 syntax example
# 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.

schema.json syntax example
{
  "@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.

feed.xml syntax example
<?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.

manifest.json syntax example
{
  "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.

humans.txt syntax example
/* 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.

og.json syntax example
{
  "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.

dcat.ttl syntax example
@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.

content.steno syntax example
{
  "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.

data.n3 syntax example
@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.

feed.json syntax example
<?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.

config.toml syntax example
---
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.

data.ttl syntax example
@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.

schema.cue syntax example
{
  "@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.

activitypub.json syntax example
{
  "@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

Free Analysis Tool

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8
Core Formats
All Plans
8
Enterprise
Growth Plan
16
Auto-Generated
Total Formats
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