ROZZ — AI Search Infrastructure

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Keywords: GEO, Generative Engine Optimization, AI infrastructure, citation, Q&A, Schema.org, llms.txt, RAG

Document ID: rozz_site

ROZZ helps B2B SaaS companies get discovered and cited by ChatGPT, Claude, Perplexity, and Google AI Overviews. ROZZ builds the infrastructure layer that makes your content machine-readable for AI. An AI chatbot captures visitor questions and turns them into citable Q&A pages, Schema.org markup, and llms.txt discovery files. Unlike monitoring tools that track visibility, ROZZ creates the technical foundation that makes visibility possible. Pricing is $997/month. ROZZ is based in San Francisco.

THE PARADIGM HAS SHIFTED

When prospects ask AI "What's the best [your category]?" they get instant recommendations for 3 to 5 companies cited directly in the response. ROZZ helps B2B SaaS companies achieve 75% citation rates across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Your competitors are in those AI responses. If you're not, prospects never discover you exist.

THE GEO ERA AND AI RESPONSES

73% of B2B software buyers now start their research with AI tools. They're not Googling anymore. They're asking questions like "What is the best CRM for small businesses?" "Which project management tool has the best API?" "Show me customer data platforms under $500/month." ChatGPT responds instantly with 3-5 company recommendations. Perplexity provides a ranked list. Claude writes detailed comparisons. Your competitors are in those responses. You are not.

THE GAP WIDENS

THEM: [VISIBLE] → [IN TRAINING DATA] → [CITED MORE] → ∞. YOU: [INVISIBLE] → [NOT IN DATA] → [NEVER CITED] → ⊗. COMPOUNDING ADVANTAGE.

WHY TRADITIONAL SEO WON'T SAVE YOU

Research from Ruhr University analyzing 4,600+ AI search queries shows 53% of companies cited by AI search engines don't appear in Google's top 10 results. Some don't even rank in the top 100. AI systems don't care about backlinks. AI systems don't care about domain authority. AI systems don't care about keyword optimization. They use completely different retrieval mechanisms your SEO team doesn't understand.

THE HIDDEN COST OF INVISIBILITY

Prospects exclude you before evaluation even begins. Competitors with worse products get more inbound leads. Sales cycles start later—after shortlists are already set. Organic traffic plateaus despite content investment.

FIND WHAT YOU NEED - SELECT YOUR ROLE

Skip traditional navigation. Our AI answers your questions based on the role.

CEO / Founder

Marketing Leader

Technical

Agency / Partner

Or type your own query in the chat box below:

THE TECHNICAL FOUNDATION THAT ENABLES GREAT CONTENT

Your content marketing team creates valuable insights. Our technical infrastructure makes them discoverable by AI systems. Great content + Machine-readable structure = AI citations.

ANSWER DIRECTNESS

AI scans first 100 words heavily.

We structure content so answers come first, not after 300 words of preamble.

MACHINE READABILITY

Clean HTML, semantic structure, Schema.org markup AI can parse with confidence.

SOURCE AUTHORITY

E-E-A-T signals: author credentials, company info, citations to authoritative sources.

E-E-A-T stands for Experience, Expertise, Authority, and Trust.

FRESHNESS SIGNALS

Perplexity heavily weights recency.

"Updated Dec 2025" matters more than you think.

Companies achieving 60-75% citation rates combine strong content with the technical layer AI systems require to extract and cite it.

ROZZ: TECHNICAL INFRASTRUCTURE FOR AI DISCOVERY

We build the machine-readable layer that makes your website discoverable by AI search engines.

WHAT WE INSTALL

Because answers are grounded in actual pages (Retrieval-Augmented Generation), there is no hallucination or off-brand responses.

Bonus: Every question is logged and feeds your Q&A pipeline, creating fresh content that matches what prospects actually ask.

THE ROZZ VIRTUOUS CYCLE

USER QUERIES ↓ ROZZ CHATBOT → INSTANT ANSWERS ↓ LOGGED TO Q&A PIPELINE ↓ NEW CONTENT CREATED ↓ AI SYSTEMS CITE YOU ↓ MORE VISIBILITY ↓ MORE USER TRAFFIC ↓ MORE QUERIES (COMPOUNDS ∞)

THE ROZZ ARCHITECTURE

Two integrated products. One virtuous cycle.

ROZZ CHATBOT

GEO MIRROR SITE

CLIENT SETUP REQUIRED:

WHAT WE MEASURE

WHAT THIS DOESN'T DO

ROZZ is technical infrastructure, not content creation. We don't write marketing content (your team does that). We don't distribute to Reddit, YouTube, or social platforms. We don't replace your content strategy. We don't require website redesign. We don't hurt your SEO.

SEO-SAFE: Mirror site uses canonical tags pointing to your original content. No duplicate content penalties. Your existing Google rankings are protected. We add the machine-readable layer that makes your existing content discoverable. Think of it as technical SEO for AI—optimizations your content team can't see but AI systems require.

WE APPLY SCIENCE. NOT GUESSWORK.

FOR B2B SAAS CEOS WHO CAN'T AFFORD INVISIBILITY. Your sales team can't sell to prospects who don't know you exist. Your best content is useless if AI systems can't cite it. Your competitors are getting cited right now—while you're excluded.

$997/month. Get cited by AI search. No long-term contract. Cancel anytime.

► SCHEDULE 15-MINUTE DEMO See what AI says about your category today.

► SIGN UP NOW Start getting cited by AI in 30 days.

“The question isn't whether your prospects use AI. It's whether they find you when they do.”

ROZZ — AI Infrastructure