AI Search Visibility, GEO & the Future of Discovery
Research, experiments, and practical insights on how AI systems discover, understand, and recommend brands—and what marketers and brands can do about it.
Who Owns AI Search Visibility? Why It’s Probably Product Marketing, Not SEO
By CassieTL;DR: Most marketing teams are asking “Who owns AI search visibility?” And for the most part, that work is being left up to the SEO team. But AI search visibility is determined as much by the words on your page as by the ...
A Fractional Content Strategist for AI Search Isn’t Enough. Here’s What You Actually Need First.
By CassieTL;DR: Hiring a fractional content strategist who understands AI search is the difference between building a visibility program and shipping content into a void. In 2026, the brands showing up in AI-generated answers give the clearest, most consistent signal across every surface AI ...
Content Writing and Content Strategy + What You Need for AI Search Visibility
By CassieTL;DR: Content writing produces the words. Content strategy decides which words to produce and why. But in 2026, understanding the relationship between content writing and content strategy isn't enough — neither role alone gets your brand cited in AI-generated answers. That requires a ...
AI Search Visibility: The Complete Guide to AI Citations
By CassieTL;DR: AI search visibility measures how often your brand appears inside AI-generated answers on platforms like ChatGPT, Perplexity, Gemini, and Google’s AI Overviews. It’s not the same as traditional SEO rankings. This guide covers what AI search visibility actually is, why it matters, ...
Thought Leadership Examples That Build AI Authority — Not Just Audience
By CassieTL;DR: Most brands think they're producing thought leadership when they're really just creating content. The best thought leadership examples aren't just about building trust with human readers anymore. LinkedIn posts, podcast appearances, and founder essays are now active citation surfaces for AI engines. ...
AI Search Visibility: Why Most Brands Are Getting It Wrong
By CassieTL;DR: AI search visibility fails at the enterprise level because the signals AI engines evaluate live across PR, content, customer success, and social teams. Most brands are trying to solve a cross-functional problem with a single-channel hire (usually technical SEO). But that’s the ...