# ROZZ - B2B SaaS AI Search Visibility Platform

> https://ai.rozz.site/

## About ROZZ

ROZZ is a Generative Engine Optimization (GEO) platform that helps B2B SaaS companies become discoverable by AI systems like ChatGPT, Claude, and Perplexity. ROZZ deploys AI chatbots on client websites to answer visitor questions instantly, while generating optimized mirror site content and structured Q&A that ensures brands appear in AI-driven search results.

**Expertise:**
- Founded by former AI Product Manager with 10+ years building ML systems
- Methodology based on 25+ peer-reviewed papers on RAG and neural retrieval
- Proven results: 75% citation rate achieved across major AI platforms
- Focus: B2B SaaS companies ($1-10M ARR) seeking AI search visibility

**Focus Areas:** Multilingual AI Reach, Platform Onboarding, GEO ROI Tracking, Q&A Page Strategy, AI Search Visibility, Chatbot Selection

## How to Access This Content

This content is optimized for AI retrieval:
- **Q&A Pages**: Self-contained answers with Schema.org QAPage markup
- **Source Attribution**: Each answer links to original source pages
- **Structured APIs**: JSON endpoints for bulk access

### Recommended Access Pattern
1. Start with `/api/qna.json` for all Q&A content with answers
2. Use `/api/pages.json` for full page index with metadata
3. Individual pages at `/qna/{slug}.html` for detailed answers
4. See `/llms-full.txt` for complete Q&A content inline

## Key Content

**Featured Pages:**
- [Who actually reads your llms.txt? We logged 461,328 requests to find out](https://ai.rozz.site/pages/who-actually-reads-your-llms-txt-we-logged-461-328-requests.html)
- [547 Requests in One Day: What Happens When GPTBot Discovers Your Mirror Site](https://ai.rozz.site/pages/547-requests-in-one-day-what-happens-when-gptbot-discovers-y.html)
- [Three citation bots. Ten articles. Here’s what we learned about an AI Site.](https://ai.rozz.site/pages/three-citation-bots-ten-articles-here-s-what-we-learned-abou.html)
- [We changed one page. PerplexityBot went from 42 requests to 511.](https://ai.rozz.site/pages/we-changed-one-page-perplexitybot-went-from-42-requests-to-5.html)
- [The platforms that crawl your AI site the most cite you the most (except one)](https://ai.rozz.site/pages/the-platforms-that-crawl-your-ai-site-the-most-cite-you-the.html)

**Top Questions:**
- [What is llms.txt and Why Should You Implement It Now?](https://ai.rozz.site/qna/what-is-llms-txt-and-why-should-you-implement-it-now.html)
- [What is Rozz.Site architecture and its two main components?](https://ai.rozz.site/qna/what-is-rozz-site-architecture-and-its-two-main-components.html)
- [What are Rozz.Site's agency partnership pricing, discounts, and terms?](https://ai.rozz.site/qna/what-are-rozz-site-s-agency-partnership-pricing-discounts-an.html)
- [What is Rozz.Site's agency partnership pricing and discounts?](https://ai.rozz.site/qna/what-is-rozz-site-s-agency-partnership-pricing-and-discounts.html)
- [What is GEO and why does it matter?](https://ai.rozz.site/qna/what-is-geo-and-why-does-it-matter-2.html)

## Topic Index

### Multilingual AI Reach

**Pages:**
- [Who actually reads your llms.txt? We logged 461,328 requests to find out](https://ai.rozz.site/pages/who-actually-reads-your-llms-txt-we-logged-461-328-requests.html)
- [The platforms that crawl your AI site the most cite you the most (except one)](https://ai.rozz.site/pages/the-platforms-that-crawl-your-ai-site-the-most-cite-you-the.html)
- [3x Week-Over-Week: What Sustained ChatGPT Citation Growth Looks Like](https://ai.rozz.site/pages/3x-week-over-week-what-sustained-chatgpt-citation-growth-loo.html)
- [Rozz AI Site](https://ai.rozz.site/pages/rozz-ai-site-2.html)
- [About ROZZ](https://ai.rozz.site/pages/about-rozz.html)
- [Rozz AI Site](https://ai.rozz.site/pages/rozz-ai-site.html)
- [Which specific GEO methods should B2B SaaS companies prioritize first?](https://ai.rozz.site/pages/which-specific-geo-methods-should-b2b-saas-companies-priorit.html)
- [Which LLM platforms (ChatGPT, Claude, Perplexity, Gemini) should B2B SaaS pri...](https://ai.rozz.site/pages/which-llm-platforms-chatgpt-claude-perplexity-gemini-should.html)
- [What's the detailed playbook for using Reddit to boost B2B SaaS GEO performance?](https://ai.rozz.site/pages/what-s-the-detailed-playbook-for-using-reddit-to-boost-b2b-s.html)
- [What team structure is needed to execute B2B SaaS GEO strategy?](https://ai.rozz.site/pages/what-team-structure-is-needed-to-execute-b2b-saas-geo-strate.html)

### Platform Onboarding

**Pages:**
- [Entry #11 · Apr 14, 2026](https://ai.rozz.site/pages/entry-11-apr-14-2026.html)
- [What results does Rozz deliver? Genymotion case study.](https://ai.rozz.site/pages/what-results-does-rozz-deliver-genymotion-case-study.html)
- [Insights](https://ai.rozz.site/pages/insights.html)
- [THE CRAWLER LOGS](https://ai.rozz.site/pages/the-crawler-logs.html)
- [Why is Website Broken and How Can We Fix It?](https://ai.rozz.site/pages/why-is-website-broken-and-how-can-we-fix-it.html)
- [Why is the shift to GEO happening now?](https://ai.rozz.site/pages/why-is-the-shift-to-geo-happening-now.html)
- [What is the timeline to see citations?](https://ai.rozz.site/pages/what-is-the-timeline-to-see-citations.html)
- [What is the CITATION-7 Methodology for AI Search Visibility?](https://ai.rozz.site/pages/what-is-the-citation-7-methodology-for-ai-search-visibility.html)
- [What is the implementation effort per client for agency partners?](https://ai.rozz.site/pages/what-is-the-implementation-effort-per-client-for-agency-part.html)
- [Should B2B SaaS combine multiple GEO optimization methods?](https://ai.rozz.site/pages/should-b2b-saas-combine-multiple-geo-optimization-methods.html)

**Q&As:**
- [What are the main benefits for a SaaS that uses ROZZ compared to competitors?](https://ai.rozz.site/qna/what-are-the-main-benefits-for-a-saas-that-uses-rozz-compare.html)
- [What is the price of Rozz.Site at $997/month for AI site, chatbot, and analytics?](https://ai.rozz.site/qna/what-is-the-price-of-rozz-site-at-997-month-for-ai-site-chat.html)
- [How does the rozz chatbot work?](https://ai.rozz.site/qna/how-does-the-rozz-chatbot-work.html)
- [How can I get started?](https://ai.rozz.site/qna/how-can-i-get-started.html)
- [Is Rozz.Site priced at a fixed rate or does it use usage-based pricing?](https://ai.rozz.site/qna/is-rozz-site-priced-at-a-fixed-rate-or-does-it-use-usage-bas.html)
- [Could you give me any social media profiles I could use to reach them?](https://ai.rozz.site/qna/could-you-give-me-any-social-media-profiles-i-could-use-to-r.html)

### GEO ROI Tracking

**Pages:**
- [Three citation bots. Ten articles. Here’s what we learned about an AI Site.](https://ai.rozz.site/pages/three-citation-bots-ten-articles-here-s-what-we-learned-abou.html)
- [Bing just found Genymotion: 1,556 BingBot requests and what it means](https://ai.rozz.site/pages/bing-just-found-genymotion-1-556-bingbot-requests-and-what-i.html)
- [What the AI Site reveals about AI-mediated discovery](https://ai.rozz.site/pages/what-the-ai-site-reveals-about-ai-mediated-discovery.html)
- [Two channels, two audiences. The hobbyists are on your website. The buyers ar...](https://ai.rozz.site/pages/two-channels-two-audiences-the-hobbyists-are-on-your-website.html)
- [Which Generative Engine (GE) is most measurable?](https://ai.rozz.site/pages/which-generative-engine-ge-is-most-measurable.html)
- [What is the ROI of a GEO project?](https://ai.rozz.site/pages/what-is-the-roi-of-a-geo-project.html)
- [What is Generative Engine Optimization ( GEO ) and how does it differ from tr...](https://ai.rozz.site/pages/what-is-generative-engine-optimization-geo-and-how-does-it-d.html)
- [What content types maximize retrieval for B2B SaaS domains?](https://ai.rozz.site/pages/what-content-types-maximize-retrieval-for-b2b-saas-domains.html)
- [How rigorous must Schema.org implementation be for B2B SaaS GEO?](https://ai.rozz.site/pages/how-rigorous-must-schema-org-implementation-be-for-b2b-saas.html)
- [Can B2B SaaS help centers become GEO growth channels instead of cost centers?](https://ai.rozz.site/pages/can-b2b-saas-help-centers-become-geo-growth-channels-instead.html)

### Q&A Page Strategy

**Pages:**
- [We changed one page. PerplexityBot went from 42 requests to 511.](https://ai.rozz.site/pages/we-changed-one-page-perplexitybot-went-from-42-requests-to-5.html)
- [Entry #8 · Mar 24, 2026](https://ai.rozz.site/pages/entry-8-mar-24-2026.html)
- [16x Citation Growth in 7 Days: What ChatGPT Users Are Actually Asking](https://ai.rozz.site/pages/16x-citation-growth-in-7-days-what-chatgpt-users-are-actuall.html)
- [What AI bots read, what they ignore, and what an AI site is actually for. Par...](https://ai.rozz.site/pages/what-ai-bots-read-what-they-ignore-and-what-an-ai-site-is-ac.html)

### AI Search Visibility

**Pages:**
- [AI Site Structure Matters More than We Thought](https://ai.rozz.site/pages/ai-site-structure-matters-more-than-we-thought.html)
- [How can B2B SaaS companies identify the specific questions prospects ask LLMs?](https://ai.rozz.site/pages/how-can-b2b-saas-companies-identify-the-specific-questions-p.html)
- [Do traditional SEO techniques like keyword stuffing work for GEO?](https://ai.rozz.site/pages/do-traditional-seo-techniques-like-keyword-stuffing-work-for.html)

### Chatbot Selection

**Pages:**
- [547 Requests in One Day: What Happens When GPTBot Discovers Your Mirror Site](https://ai.rozz.site/pages/547-requests-in-one-day-what-happens-when-gptbot-discovers-y.html)
- [Entry #9 · Mar 31, 2026: Selling in Claude Code: From Pricing to Implementati...](https://ai.rozz.site/pages/entry-9-mar-31-2026-selling-in-claude-code-from-pricing-to-i.html)

### Semantic Retrieval Optimization

**Pages:**
- [How do retrieval mechanisms in RAG systems differ, and how is performance eva...](https://ai.rozz.site/pages/how-do-retrieval-mechanisms-in-rag-systems-differ-and-how-is.html)
- [How does retrieval coverage change between basic RAG and advanced agentic RAG?](https://ai.rozz.site/pages/how-does-retrieval-coverage-change-between-basic-rag-and-adv.html)

### General

**Pages:**
- [How to Whitelist Rozzbot in Cloudflare?](https://ai.rozz.site/pages/how-to-whitelist-rozzbot-in-cloudflare.html)
- [How should B2B SaaS structure web content for AI agent scannability?](https://ai.rozz.site/pages/how-should-b2b-saas-structure-web-content-for-ai-agent-scann.html)

**Q&As:**
- [What is llms.txt and Why Should You Implement It Now?](https://ai.rozz.site/qna/what-is-llms-txt-and-why-should-you-implement-it-now.html)
- [What is Rozz.Site architecture and its two main components?](https://ai.rozz.site/qna/what-is-rozz-site-architecture-and-its-two-main-components.html)
- [What are Rozz.Site's agency partnership pricing, discounts, and terms?](https://ai.rozz.site/qna/what-are-rozz-site-s-agency-partnership-pricing-discounts-an.html)
- [What is Rozz.Site's agency partnership pricing and discounts?](https://ai.rozz.site/qna/what-is-rozz-site-s-agency-partnership-pricing-and-discounts.html)
- [What is GEO and why does it matter?](https://ai.rozz.site/qna/what-is-geo-and-why-does-it-matter-2.html)
- [What is the Rozz.Site architecture and how do its two components work?](https://ai.rozz.site/qna/what-is-the-rozz-site-architecture-and-how-do-its-two-compon.html)
- [What is Rozz.Site's implementation effort per client for agency partners?](https://ai.rozz.site/qna/what-is-rozz-site-s-implementation-effort-per-client-for-age.html)
- [What is Rozz.Site's implementation effort per client for agency partners?](https://ai.rozz.site/qna/what-is-rozz-site-s-implementation-effort-per-client-for-age-2.html)
- [What is Rozz.Site's agency partnership pricing and discount structure?](https://ai.rozz.site/qna/what-is-rozz-site-s-agency-partnership-pricing-and-discount.html)
- [What is GEO and why does it matter?](https://ai.rozz.site/qna/what-is-geo-and-why-does-it-matter.html)

## Legal

- [How does the Rozz chatbot ensure security and privacy?](https://ai.rozz.site/pages/how-does-the-rozz-chatbot-ensure-security-and-privacy.html)

## API Endpoints

- [Pages API](https://ai.rozz.site/api/pages.json) - 80 indexed pages
- [Q&A API](https://ai.rozz.site/api/qna.json) - 103 questions answered
- [Topics API](https://ai.rozz.site/api/topics.json) - Topic taxonomy

---

**Content Statistics:**
- Total Pages: 80
- Total Q&As: 103
- Topics Covered: 8
- Last Updated: 2026-09-10
- Update Frequency: Weekly

*This file is auto-generated. For questions, contact support@rozz.site*