Monitoring LLM Visibility: A Technical Playbook for Growth Engineers (opens in new tab)

The shift from traditional search engines to AI-powered answer engines is already reshaping how users discover content. Gartner projects a 25% decline in search engine volume by 2026 as more people turn to chatbots like ChatGPT, Claude, and Gemini for instant answers. For brands that built their online presence around backlinks and keyword density, this change creates a real blind spot. You can rank #1 on Google and still be invisible in an LLM-generated summary. This isn’t about chasing rank...