Deep dives into the technical logic of GEO and AEO to understand how AI engines discover and cite your brand.
Your domain authority is solid. Your keyword rankings look healthy. But when someone asks ChatGPT for a recommendation in your category, the response cites three competitors and skips your page entirely. You check the content. It’s thorough, well-written, and ranks on page one of Google. None of that mattered. The gap isn’t authority. It’s structure. […]
Your NAP profiles are spotless. Yelp, Google Business Profile, Apple Maps, all consistent down to the suite number. Whitespark gives you a clean bill of health. Then someone asks ChatGPT for a recommendation in your category, and the answer pulls from Reddit threads, Wikipedia entries, and a competitor’s blog post you’ve never seen. Your directory […]
For years, managing a brand’s reputation meant watching review sites, social mentions, and press coverage. That still matters. But a new layer sits above all of it now, and most teams haven’t started watching it. When a buyer asks ChatGPT, Gemini, or Perplexity to recommend something in your category, they get one synthesized answer that […]
Your team watches Google. You track review sites, monitor social mentions, and set alerts for press coverage. But when a buyer opens ChatGPT and asks whether your product is any good, none of those tools see the answer. The model describes your brand, ranks it against competitors, sometimes invents details about your pricing or features, […]
Your team just spent a quarter earning backlinks and climbing to page one for your core terms. Then a buyer opened Google, typed a question, and never saw a single blue link. Google’s AI read a dozen pages, decided which brands mattered, and handed back one answer. Your rankings were fine. Your brand just wasn’t […]
Over the past year, plenty of teams added an llms.txt file, broke their pages into bite-sized chunks, and rewrote perfectly good content “so the AI could read it.” The advice came from a wave of GEO and AEO vendors promising a separate playbook for AI Mode. Then Google published its first official guidance on the […]
You spent months optimizing a page for “best CRM for small teams.” It ranks third on Google. Organic traffic is steady. Then a prospect asks ChatGPT the same question, and the AI pulls together an answer from six different sources. Yours isn’t one of them. The reason is a retrieval mechanism called query fan-out. Instead […]
Your domain authority is 72. Your primary keyword sits at position three. Your content team published 40 articles last quarter targeting every variation of your core terms. Then someone asks Perplexity, “What’s the best [your category] tool for growing teams?” and your brand doesn’t appear anywhere in the response. The disconnect isn’t about effort. It’s […]
You ranked on page one. Your domain authority is 70-something. Your content team shipped 40 blog posts last quarter. Then someone asked Claude for a recommendation in your category, and it listed three competitors. Not you. Claude Fable 5, Anthropic’s most capable model to date, doesn’t pull recommendations from the same playbook as Google. It […]
A new frontier model drops, and most marketing teams file it under “developer news.” Claude Fable 5 doesn’t fit that box. When a model gets better at reasoning through a question on its own, it changes which brands it names in an answer and which ones it quietly leaves out. That shift happens whether or […]
A frontier AI model usually gets months in the market before anything shakes it. Claude Fable 5 got three days. It launched on June 9, 2026 as Anthropic’s most capable public model, and by June 12 it had disappeared for every user on the planet. Not a bug. Not an outage. A U.S. government order pulled it […]
Your keyword rankings are holding steady. Your domain authority climbed again last quarter. Then you ask ChatGPT for the best tool in your category, and it cites three competitors and a forum thread. Your brand, the one ranking #1 on Google for that exact query, doesn’t show up anywhere in the answer. The rankings dashboard […]
