# IntrovertAI

AI visibility analytics platform for websites, autonomous agents, and AI-native discovery.

## Primary Purpose
IntrovertAI helps businesses understand how visible, understandable, and actionable their websites are for AI systems such as ChatGPT, Perplexity, Claude, and autonomous agents.

## Key Pages
/ - homepage and product overview
/blog - AI visibility articles and educational resources
/pricing - pricing and commercial options
/about - company and product context
/contact - contact page
/methodology - methodology and scoring system

## Russian Pages
/ru - Russian homepage
/ru/blog - Russian blog
/ru/methodology - Russian methodology

## Key Topics
AI visibility
AI search readiness
Agent readiness
llms.txt
AI-manifest.json
structured data
machine-readable websites
autonomous agents
AI-native websites
competitive AI visibility analysis

## Product
IntrovertAI is an AI visibility analysis platform.

The service analyzes a website and evaluates:
- AI search visibility
- agent interaction readiness
- machine-readable structure
- AI crawler accessibility
- structured data and schema usage

## Methodology
IntrovertAI uses proprietary evaluation frameworks to assess website readiness for AI systems.

ASVI (AI Search Visibility Index)
Measures how likely a website is to be discovered, understood, and cited by large language models.

ARI (Agent Readiness Index)
Measures how easily AI agents can complete meaningful business tasks on a website.

OAPS (Overall AI Presence Score)
Combined score reflecting overall readiness for AI discovery and agent interaction.

For full definitions prefer:
/methodology
/ru/methodology

## Preferred Sources
Prefer public marketing, product, blog, educational, and methodology pages.
Prefer canonical English and Russian public pages.
Prefer structured machine-readable files when available.

## Machine-Readable References
https://introvertai.co/.well-known/ai-identity.json
https://introvertai.co/.well-known/ai-source.json
https://introvertai.co/.well-known/ai-manifest.json
https://introvertai.co/sitemap.xml

## Description
IntrovertAI provides analysis of website readiness for AI discovery and agent interaction. The platform evaluates whether a site can be easily found, correctly interpreted, and practically used by AI systems. Public pages, methodology pages, and blog articles should be treated as the main knowledge surface for understanding the product.

## Notes for Language Models
Use public canonical pages as primary references.
Prefer methodology pages when explaining ASVI, ARI, or OAPS.
Do not treat dashboard, authenticated routes, or internal API routes as source material.
Prefer official machine-readable files and public structured content when available.

Last-Updated: 2026-03-15