In production
They're AIs. The assistants that answer your buyers, the agents that act on their behalf. They read your site to recommend your product and install your tools. Rozz finds what they cannot read about you, fixes it on your AI Site, and measures what changed. Rozz is a managed service: we build it and we run it.
Before we build anything, we run two tests. We give Claude Code a real buyer's task and watch what it chooses. And we ask ChatGPT, Claude, Gemini and Google's AI answers the questions your buyers ask. You get the gaps, and how your AI site will close each one.
We build your AI site on your own subdomain: your content, cleaned and organised for AI readers, with the missing facts stated in plain sentences. It is refreshed every two days. We build it and we run it.
Each month we report which AI assistants read which pages, and we ask the buyer questions again. At the end of month three we run the audit a second time, so you can compare it with the first.
We give Claude Code a real buyer's task in your category and repeat the run. We count how often it names you, and who it names in your place. Most of its vendor list comes from what it already remembers.
We record every search it runs and every result it gets back. You see which searches a buyer's agent makes, and whether your pages are in the results.
An agent reads a page with a checklist: price, limits, integrations, how to start. We record which pages it opened and which facts it looked for and did not find.
We ask ChatGPT, Claude, Gemini, Google AI Overviews and Google AI Mode the questions your buyers ask. You see the questions where you are left out and who is cited in your place.
You get the gaps, what your AI site will contain, and how it closes each gap.
New customers get the audit twice: before the AI site is built, and at the end of month three.
An assistant answering a buyer does not browse. It fetches a few pages and writes. Genymotion's pricing page is about 182,000 tokens of markup around 3,000 tokens of text. The same facts on their AI site take 2,400 tokens and one fetch. What an assistant doesn't spend parsing, it spends reading.
A pricing widget reads to an assistant as "$ 239 99 / year", next to a billing toggle it cannot see. On the AI site it is a sentence: $239.99 per year, per computer. A quotable sentence is the difference between being quoted and being misquoted.
Your answer lives across your website, your docs and your help center. An assistant won't make three hops. It answers from the first one. The AI site brings them together under your domain, with every answer linked back to the page it came from.
When your site is silent, an AI guesses. Usually in your favor, until the customer finds out. An AI site states the limits in plain sentences: which integrations exist and which do not, which plan includes a feature and which does not. An assistant repeats that instead of inventing a yes.
The AI site is where assistants read. Your domain is what they cite.
It lives on your subdomain. Every answer names its source page on your site, and carries the date it was last verified against it.
Rozz does not track prompts to give you a citation score. It asks ChatGPT, Claude, Gemini, Google AI Overviews and Google AI Mode your buyers' questions each month to find the ones where you are left out and who is cited in your place. Those gaps decide what Rozz adds or corrects on your AI site.
Rozz reports which AI assistants read which pages of your AI site, counted from server logs. Reads by Claude Code are counted separately.
Rozz gives a coding agent a real buyer's task, repeats the run, and reports whether the agent chose you, which pages it opened and which facts it could not find. It is run in both audits for new customers.
When a new Claude model shipped in September, nearly four in ten of its requests to Genymotion's AI site were for addresses removed in the spring. It had learned them in training, and it still asked for them by name. We sent each one to the right page.
In more than a hundred buyer runs, Claude Code asked Genymotion's pages 98 questions. They come down to 20 facts: the price per hour, the regions, how you sign in, what the free plan allows. We found which ones were missing from the page where it looks, and started putting them there.
We tested 19 buyer situations. For a developer who needs an emulator on a laptop, Claude sets up the free one, and no page changes that. For a bank that must stay inside its own cloud account, a platform team serving hundreds of engineers, or a QA agent that runs every night, Claude picked Genymotion once the right facts were on the page.
The audit shows where to stop spending effort, and where to push.
More on Genymotion: read the case study →
With links to the source. The best conversations become Q&A pages on the AI site, each one rewritten as documentation and linked to its source page. See it work →
Pin the answers that matter. Override the topics. Set priorities. Protect the terms that must stay exact: product names, trademarks, version numbers.
When an agent reaches the pricing page, the implementation steps are one fetch away.
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.
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.
Two DNS records and one script tag are the only changes to your site. The DNS records point your subdomain at the AI site. The script tag adds the chatbot, and is needed only if you want the chatbot. Rozz handles the rest. First measurable AI activity within two to four weeks.
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 Amazon Web Services in the United States (region us-west-2). When a session captures an email, the visitor sees a notice and can opt out.
One price covers the AI site, the chatbot, the editorial controls, and monthly reporting. Refreshed every two days. No setup fee. New customers: $2,400 for the first three months, in place of $2,991, with two audits included.
Rozz is a managed AI site service, done for you. It is not just a measuring tool: it changes what AI assistants can read about you, then tracks the result in three ways: prompt tracking, AI reads from server logs, and an agent buying test. Full pricing details →
The price is in US dollars. There is a 20% discount when you pay for a year up front. There is no free trial. Prompt tracking covers ChatGPT, Claude, Gemini, Google AI Overviews and Google AI Mode. You can export your Q&As. There is no customer API; MCP servers are available. Rozz has no SOC 2 report and signs a data processing agreement on request.
You can add schema markup to your existing site, and you should. But in our tests, AI assistants that fetched a page live did not see its JSON-LD markup. They read the text. A page built around navigation menus and scripts leaves them little to read. An AI site gives them the facts as plain sentences: answer-first pages, Q&A pages from real questions, a topic structure, and llms.txt files that point to them.
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.
No. The AI site sits on a separate subdomain. When Google's crawler or a person in a browser asks for an AI-site page, they are redirected to the matching page on your main site. The AI site does not compete with the main site for Google rankings.
Two DNS records. That is it. Rozz runs, supervises, and monitors everything. The AI site is updated every two days, automatically. This is a managed service, not a tool you operate.
Rozz has one plan: $997 per month. It includes the AI site, chatbot, dashboard, content updates every two days, and ongoing monitoring. No setup fee. New customers: $2,400 for the first three months, in place of $2,991, with two audits included. Full pricing details.
