In production
Three surfaces
§ 01
Your new users are already here.
i. Inside your site
What is your chatbot saying about your product?
Rozz answers visitors with content from your own pages, with links to the source.
Every conversation tells you what your audience came to learn.
See it work →ii. Outside your site
What does ChatGPT say when someone asks about you?
AI assistants are answering questions about your category before prospects reach your site.
We build authoritative content these assistants use, and we report monthly on which pages they accessed.
See a live AI site →iii. Inside AI tools
What happens when a coding agent reads your pricing page?
Tools like Claude Code go from question to working code in seconds when your content is built for them.
On the Genymotion AI site, one session did exactly that.
No browser involved.
Read the session log →§ 02
Control + optimization
You control what AI says about your product. Pin the answers that matter. Override the topics. Set priorities. Protect the terms that must stay exact.
Rozz produces the right format for AI assistants, your chatbot, and coding agents, then gives you what you need to optimize each one.
Pinned answers
Lock the exact response a chatbot or AI assistant returns for the questions that matter most.
Topic overrides
Steer the topic map your AI site exposes: promote what matters, retire what doesn't.
Priority weights
Tell the system which pages are canonical, which are seasonal, and which are deprecated.
Protected terms
Product names, trademarks, version numbers: kept verbatim, never paraphrased.
§ 03
The real work
The work isn't llms.txt. It's what's in it.
2 % of a typical marketing site is useful for AI.The rest is navigation, boilerplate, and deprecated content.
Anyone can generate llms.txt, JSON-LD, schema markup, or a mirror site. The work is what goes in those files.
Knowing which 2 % to keep, how to cluster it into topics LLMs recognize, and how to phrase a Q&A so it matches how prospects actually ask AI assistants. That's editorial.
Enter Rozz.
§ 04
What Rozz does
A single editorial system, three audiences.
AI assistants
Builds the AI site they crawl.
Cleaned content.
The right schema.
Topic structure they recognize as a coherent map.
Refreshed weekly.
your chatbot
Answers visitors with your own pages.
With links to the source.
Promotes the best conversations into Q&A pages on the AI site, where they earn citations.
coding agents
Authors runbooks linked from every relevant Q&A.
When an agent reaches the pricing page, the implementation steps are one fetch away.
§ 05
A case in evidence
Ninety days on genymotion.com.
Genymotion
cloud + desktop
publicly reported
Q1 2026
Inside the site
3 , 225 chatbot sessions across 6,420 questions in 90 days.
On the AI site 9 , 195 ChatGPT live retrievals across 13,000+ pages.
On the open web 83 % citation rate, up from 14 %.
Read the full case study. [90 days on Genymotion.com →§ 06
Who we are
Specialists in AI answers. We've watched AI read for years.
Before Rozz built AI sites, we spent three years running production chatbot pipelines and twenty years building software. We've watched AI assistants read, retrieve, and cite across millions of real questions, and learned exactly what they keep and what they ignore.
That expertise is the product. Knowing which content AI trusts, how to structure it, and how to phrase an answer the way buyers actually ask. That's what goes into every AI site we build. Specialists in AI answers, now building the sites those answers come from.
More about Rozz →§ 07
Reading
Insights.
See all insights → May 19 · 2026 · Insights What AI bots read, what they ignore, and what an AI site is actually for. Read more → May 05 · 2026 · Insights Two channels, two audiences. The hobbyists are on your site. The buyers are on the AI. Read more → Apr 22 · 2026 · Insights AI site structure matters more than we thought. Read more →§ 08
How it works for your team
Two DNS records. One script tag. You won't touch your CMS. Two DNS records and one script tag are the only changes to your site. Rozz handles the rest. First measurable AI activity within two to four weeks.
Your data stays controlled. Only publicly-available content from your site is collected. PII is minimal, and systematically filtered from any Q&A page before publishing. Sessions are stored on our infrastructure under industry-standard security. When a session captures an email, the visitor sees a notice and can opt out.
Built on three years of production chatbot pipelines and twenty years of software experience.
§ 09
Pricing
$ 997 . a month · all in · cancel anytime
One price. Every surface. One price covers the AI site, the chatbot, the editorial controls, and monthly reporting. Refreshed weekly. No setup fee.
Pricing includes
- AI site with weekly refresh
- On-site chatbot with citations
- Editorial controls + Q&A authoring
- Monthly retrieval & citation report
- Coding-agent runbooks
Are you an agency? Rozz is starting a partner program. Learn more →
§ 10
Why now
Every time a new version of ChatGPT, Claude, or Gemini ships, it trains on what was available before the cutoff. The companies being cited now get cited more confidently in the next version. The ones that weren't there stay invisible. When you're not in the answer, your competitors are.
Questions
Frequently asked.
Can't I just add structured data to my existing site? +
You can add schema markup to your existing site, and you should.
But structured metadata on a page that loads 50+ scripts and organizes content by navigation menus is a marginal improvement.
An AI site gives agents structured content they can actually extract: schema markup on every page type, llms.txt discovery files, JSON APIs, topic taxonomy, Q&A pages from real questions, answer-first structure, and sub-100ms rendering. On Genymotion, 94.8% of ChatGPT citations go to the client's main domain, 0% to the mirror site. The AI site is a knowledge funnel, not a competing authority.
Is this GEO or AEO? +
GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) are the AI-era version of SEO: ways to make your existing website easier for AI to read, trust, and cite.
The difference between them is small: AEO is about being the direct answer an assistant gives.
GEO about being cited in the answer it generates.
Rozz delivers both, but doesn't stop at tuning your current site. It gives you a dedicated AI site with answer-first content, Schema.org markup, llms.txt, and Q&A pages built in. Content engineered for extraction, not retrofitted onto a marketing page. GEO and AEO are the goal; the AI site is how Rozz gets you there.
Does a mirror site hurt SEO? +
No.
The AI site uses canonical tags pointing back to the main domain.
Google has been clear that canonical tags handle alternate representations, the same pattern AMP pages used for years.
The AI site sits on a separate subdomain and does not compete with the main site for Google rankings.
How much work is this for my team? +
Two DNS records. That is it.
Rozz runs, supervises, and monitors everything.
The AI site is updated weekly, automatically.
This is a managed service, not a tool you operate.
How much does Rozz cost? +
Rozz costs $997 per month.
This includes the AI site, chatbot, dashboard, weekly content updates, and ongoing monitoring.
30-day money-back guarantee.
Product: Rozz AI Site
Brand: ROZZ
Price: 997 USD
Availability: InStock
Description: A dedicated AI publishing layer at rozz.yourdomain.com with structured content, Q&A pages from real visitor questions, Schema.org markup, llms.txt discovery files, and cross-platform bot analytics. Updated weekly. $997/month.
FAQ (Q/A)
Q: Can't I just add structured data to my existing site?
A: You can add schema markup to your existing site, and you should.
But structured metadata on a page that loads 50+ scripts and organizes content by navigation menus is a marginal improvement.
An AI site gives agents structured content they can actually extract: schema markup on every page type, llms.txt discovery files, JSON APIs, topic taxonomy, Q&A pages from real questions, answer-first structure, and sub-100ms rendering.
On Genymotion, 94.8% of ChatGPT citations go to the client's main domain, 0% to the mirror site.
The AI site is a knowledge funnel, not a competing authority.
Q: Is this GEO or AEO?
A: GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) are the AI-era version of SEO: ways to make your existing website easier for AI to read, trust, and cite.
The difference between them is small: AEO is about being the direct answer an assistant gives; GEO about being cited in the answer it generates.
Rozz delivers both, but doesn't stop at tuning your current site.
It gives you a dedicated AI site with answer-first content, Schema.org markup, llms.txt, and Q&A pages built in.
Content engineered for extraction, not retrofitted onto a marketing page.
GEO and AEO are the goal; the AI site is how Rozz gets you there.
Q: Does a mirror site hurt SEO?
A: No.
The AI site uses canonical tags pointing back to the main domain.
Google has been clear that canonical tags handle alternate representations, the same pattern AMP pages used for years.
The AI site sits on a separate subdomain and does not compete with the main site for Google rankings.
Q: How much work is this for my team?
A: Two DNS records. That is it.
Rozz runs, supervises, and monitors everything.
The AI site is updated weekly, automatically.
This is a managed service, not a tool you operate.
Q: How much does Rozz cost?
A: Rozz costs $997 per month.
This includes the AI site, chatbot, dashboard, weekly content updates, and ongoing monitoring.
30-day money-back guarantee.