Editorial Board

They are the same thing. Different names for the same objective: optimise a brand's presence in an output. Whether that output is a search result, an AI citation, or a generative summary, the metric is the same. Did the brand appear? Appearance is not selection. Agentic Brand Control

Semrush sells AI visibility. It is now Adobe's answer to the question of how brands show up in AI-generated answers. We ran it through an AI buying journey this morning. Generic presence score: 0. When a buyer opens ChatGPT, Gemini, or Perplexity and asks which tool to

We ran it through six AI buying journeys across ChatGPT, Gemini, and Perplexity. In four of six, the brand was displaced at Turn 1. The AI formed a competitor preference before Pepsi's product was ever seriously considered. By the time the consumer reached the purchase handoff, Olipop or

They're not unsophisticated buyers. They understood the category, ran the tools, and found the same gap every time. Visibility dashboards tell you where your brand appears across AI platforms. Share of voice, mention rate, citation frequency. The metrics are real and they are measurable. What they can'

The more precise description is this: An end-to-end LLM evidence supply chain. Meridian runs structured buying sequences across ChatGPT, Gemini and Perplexity. Anchored probes, generic probes, four-turn consumer conversations, eight-turn agentic simulations. It identifies the exact turn at which a brand is displaced, which competitor was

They're not unsophisticated buyers. They understood the category, ran the tools, and found the same gap every time. Visibility dashboards tell you where your brand appears across AI platforms. Share of voice, mention rate, citation frequency. The metrics are real and they are measurable.What they can'