Why is Website Search Broken and How Can We Fix It?
Overview of why traditional keyword search fails and how AI-powered search with RAG improves results.
What is Rozzbot?
FAQ page describing Rozzbot, the Rozz crawler used to index client websites with explicit opt-in.
How does LLM output variability affect B2B SaaS GEO tracking reliability?
Analysis of how LLM output variability affects GEO tracking reliability in B2B SaaS, covering sources of variability, metrics, multi-run evaluation, a...
Can LLMs rely on internal knowledge instead of retrieved content for B2B topics?
LLMs should rely on retrieval for B2B topics due to static memory, hallucinations, and verifiability; RAG grounds responses in external sources.