Insights
Explore insights and updates based on how AI systems talk about brands and websites.
How Meta’s LLaMA models represent, select, and generate brand mentions across different implementations What makes LLaMA fundamentally different? LLaMA (by Meta) is: A foundation model, not a fixed AI...
How Perplexity selects, cites, and prioritizes brands in AI-powered search answers What makes Perplexity fundamentally different? Perplexity is not just an LLM. It is: A retrieval-first AI search engi...
How Microsoft Copilot selects, validates, and presents brands in AI-generated answers What makes Copilot different from other AI systems? Microsoft Copilot is built on: LLM (OpenAI models) Bing search...
How xAI Grok selects, prioritizes, and reflects brands in real-time AI answers What makes Grok fundamentally different? Grok (by xAI) is designed to be: Real-time aware Connected to X (Twitter) More c...
How Anthropic Claude selects, evaluates, and presents brands in AI-generated answers What makes Claude different from other AI systems? Claude (by Anthropic) is designed with a strong focus on: Safety...
Google Gemini is not just another AI chatbot. For brands, it represents a different kind of visibility system: one that sits between traditional search, AI reasoning, source selection, and answer gene...
I. Why this article was updated This article was updated because more companies are asking a direct question: Why does ChatGPT mention my competitors but not my brand? This question matters because Ch...
I. What are LLM brand mentions? LLM brand mentions are the ways large language models such as ChatGPT, Gemini, Claude, Copilot, Grok, and Perplexity include, describe, compare, and recommend brands in...
Can You Rank in ChatGPT? What Actually Matters Instead Many marketers, founders, and SEO teams are now asking the same question: “How do I rank in ChatGPT?” It sounds logical. For years, search visibi...
How to Get Your Brand Mentioned, Selected, and Recommended in AI Answers Most companies are asking the wrong question. They ask: “How do we do SEO for ChatGPT?” Then they apply the same playbook they...
A Practical Checklist to Improve Your Brand Visibility in AI Answers Most companies are starting to ask a new kind of SEO question: “How do we optimize for ChatGPT?” It is a reasonable question. Users...
The Truth About SEO in AI-Powered Search For more than two decades, SEO has been the default language of digital visibility. If your website ranked high on Google, you had a chance to be discovered. I...