AI & Tech
How ChatGPT, Google AI Overviews, Gemini, and Perplexity form first impressions, and how to make sure they get you right.
What Is llms.txt? The Proposed Standard, Explained (2026)
llms.txt is a proposed standard: a markdown file at your site's root that gives AI models a curated map of your most important content. Here is how it works, whether AI companies actually read it, and what actually gets you cited.
July 2026 · 8 min read
AI & TechAI-Generated Defamation: What to Know in 2026
AI tools can now generate and amplify false content about people and businesses at scale, and surface it inside ChatGPT, Gemini, and Google AI Overviews. Here's how it works and what you can do to protect your reputation.
May 2026 · 6 min read
AI & TechWhy AI Gets People and Brands Wrong: AI Hallucinations Explained (and How to Fix Them)
ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews all invent false or outdated claims about real people and companies. Here is why it happens across every engine, why the same question gives different answers, and the one fix that actually sticks.
Updated July 2026 · 11 min read
AI & TechHow to Get a Google Knowledge Panel (and Why It Now Shapes AI Answers)
A Google Knowledge Panel is earned, not bought. Here is exactly how Google decides who gets one, the signals that trigger it, and how to claim, verify, and correct yours once it appears.
Updated July 2026 · 12 min read
AI & TechHow to Get Cited by AI: ChatGPT, Gemini, Perplexity & AI Overviews (2026)
A practical, engine-by-engine guide to getting your brand cited by ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews, grounded in the peer-reviewed research and what each system actually rewards.
Updated July 2026 · 13 min read
AI & TechHow to Rank in Google AI Overviews (and AI Mode): The Definitive 2026 Guide
AI Overviews and AI Mode now sit at the top of Google. Here is exactly how they choose and cite sources, what you can actually influence, and what to do when the Overview about you is wrong.
Updated July 2026 · 13 min read
AI & TechWhat Is LLM Seeding? How to Get Your Brand Cited in AI Answers
LLM seeding is the practice of deliberately placing accurate, citable information about a brand or person across the sources large language models read, so that ChatGPT, Perplexity, Gemini, and Google AI Overviews reference you in their answers. Here is how it works, how it differs from LLM SEO and GEO, and how to do it well.
Updated July 2026 · 11 min read
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