Rozz AI Site for AI-Ready Content and Discovery

The Problem

Humans and AI agents are both users of website content.
Humans experience content that mixes tracking scripts, analytics tags, A/B frameworks, cookie consent, and chat widgets.
AI agents require clean HTML and content organized by topic and question.
Content organized by navigation menus is not ideal for AI retrieval.
It is hard to tell which pages are current and which are stale without explicit timestamps.
A single, generic schema type is applied across the whole site.
There is no discovery file telling bots where to start.
The result is inefficient AI crawling and weaker citations.

An AI site at rozz.yourdomain.com.
Content restructured for AI agents with clean HTML.
Schema.org markup on every page.
Q&A pages generated from real visitor questions.
A topic taxonomy to group related content.
llms.txt discovery files included.
JSON APIs provided for machine access.
Weekly content updates.
The AI site is visitable to verify what AI agents see.
A chatbot that feeds the system with your content.
Answers to visitor questions delivered instantly by the chatbot.
Each question can become potential Q&A content for AI discovery.
Hundreds of new questions generated weekly.
A single script tag deploys the chatbot in minutes.
A dashboard shows which bots crawl content, what gets cited, and which questions are asked.
GEO analytics by bot, by page, and by topic.
Rozz infrastructure runs without new content production or CMS changes.
Your team stays focused on current work.

Genymotion deployed their AI site at rozz.genymotion.com.
They increased citation rate from 14% to 95% across relevant AI queries.
They achieved the #1 position in 75% of relevant AI queries.
The cited questions focus on purchasing decisions such as pricing, system requirements, and compatibility.

You can add schema markup to your existing site, and you should.
A site loaded with 69 scripts and navigation-based content is not easily extractable by AI.
An AI site provides structured content that AI can extract reliably.
It includes schema markup on every page type, llms.txt discovery files, JSON APIs, topic taxonomy, and Q&A pages from real questions.
The AI site uses an answer-first structure and renders with sub-100ms performance.
Canonical tags help preserve SEO by pointing to the main domain.
94.8% of ChatGPT citations go to the main domain; 0% to the mirror site.

The AI site uses canonical tags pointing back to the main domain.
Google recognizes canonical tags for alternate representations.
The AI site operates on a separate subdomain and does not compete with the main site for rankings.

The dashboard shows which bots crawl your content, which pages get cited, and which questions drive traffic.
You can test by asking AI systems about your product category and checking for your citation.

Genymotion’s case demonstrates the potential impact of AI-friendly content on citations.
The service emphasizes an infrastructure layer designed for AI discovery, not marketing content creation.

Every update of major AI models trains on content available before the previous cutoff.
Being cited in AI answers increases visibility in future model generations.
If a brand is not present in AI answers, competitors may be.

Citation rate across Claude, ChatGPT, Perplexity, Gemini, and Google AI Overviews.
The position of cited content (first, second, or third).
Coverage across priority questions.
Week-over-week improvement trends.
The target is a 60–75% citation rate within 90 days.

Adrien Schmidt is Co-Founder and CEO.
The approach is grounded in peer-reviewed research on Retrieval-Augmented Generation (RAG) systems.
The approach includes neural information retrieval and LLM citation behavior.
The approach covers platform-specific ranking mechanisms.
Content is tested across multiple queries and platforms.
Content improvements are validated through measurable citation increases.
The system updates as AI systems evolve.
The methodology is science-driven, not guesswork.

ROZZ CHATBOT is deployed on your domain.
GEO MIRROR SITE is deployed at rozz.yourdomain.com.
The two products enable discovery, citation, and analysis for AI systems.
The solution includes early deployment without requiring a full website redesign.
Client setup requires two DNS records and a single file at the domain root.
The system is designed to be scalable and maintainable.