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...
How Google Gemini selects, evaluates, and presents brands in AI-generated answers What makes Gemini different from other LLMs? While most LLMs rely primarily on: Training data Learned associations Gem...
A deep dive into how ChatGPT selects, describes, and prioritizes brands in answers What does it mean for ChatGPT to “mention” a brand? When ChatGPT mentions a brand, it is not: Pulling from a database...
How AI systems mention, describe, and prioritize brands in generated answers What are LLM brand mentions? LLM brand mentions refer to: The way large language models (LLMs) like ChatGPT, Gemini, Claude...
Can you rank in ChatGPT? (and what actually matters instead) The question Many people ask: “How do I rank in ChatGPT?” “What are ChatGPT ranking factors?” The short answer You cannot rank in ChatGPT T...
How to get your brand mentioned, selected, and recommended in ChatGPT The problem Most companies ask: “How do we do SEO for ChatGPT?” Then they: Create more content Optimize keywords Build backlinks B...
A practical checklist to improve your brand visibility in ChatGPT The problem Most companies: Try to “do SEO for ChatGPT” But don’t know what to actually do The reality There is no checklist for “rank...
The truth about SEO in AI-powered search The question As AI tools like ChatGPT become more popular, many people ask: “Is SEO still relevant for ChatGPT?” The short answer Yes — but not in the way you...