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Entry #11 · Apr 14, 2026
Entry #11 · Apr 14, 2026 about invisible AI conversations, using Rozz chatbot logs and the rozz.genymotion.com AI site.
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What AI bots read, what they ignore, and what an AI site is actually for. Part 1...
What AI bots read, what they ignore, and what an AI site is actually for. Part 1: Citation bots.
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Two channels, two audiences. The hobbyists are on your website. The buyers are o...
Entry #13 (May 5, 2026) compares chatbot buying_intent on genymotion.com with AI-site reads at rozz.genymotion.com, showing buyer/professional shifts ...
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AI Site Structure Matters More than We Thought
AI Site Structure Matters More than We Thought (Entry #12 · Apr 22, 2026). The article explains semantic topic organization and URL stability to avoid...
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Entry #9 · Mar 31, 2026: Selling in Claude Code: From Pricing to Implementation ...
Entry #9 · Mar 31, 2026: Selling in Claude Code: From Pricing to Implementation in 10 Seconds with an AI Site, with Claude-User logs and citation-rate...
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About ROZZ
About ROZZ explains Same technology. New readers, Rozz’s AI chatbot origins, and the AI Site components including Schema.org markup, llms.txt, and cod...
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Which Generative Engine (GE) is most measurable?
Perplexity AI is identified as the most measurable Generative Engine (GE) among Google AI Overviews, Bing CoPilot, and ChatGPT, based on transparency ...
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How should B2B SaaS run controlled GEO experiments?
Controlled Generative Engine Optimization (GEO) experiments for B2B SaaS. Includes Phase 1 baselines, Phase 2 interventions, Phase 3 metrics, plus LLM...
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GEO & AI Optimization: FAQ
GEO & AI Optimization: FAQ grounded in RAG systems and LLM citation accuracy research. Covers Generative Engine Optimization (GEO), RAG, semantic HTML...
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How can B2B SaaS companies identify the specific questions prospects ask LLMs?
Answer explains GEO via Prompt Mapping, including query fan-out, mining customer interactions, transforming keywords into LLM-ready questions, and mea...
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Do traditional SEO techniques like keyword stuffing work for GEO?
No, traditional SEO techniques like keyword stuffing are generally ineffective and often detrimental for Generative Engine Optimization (GEO). Extensi...