Deep dives into the technical logic of GEO and AEO to understand how AI engines discover and cite your brand.
Your brand’s AI search visibility just got split into three lanes. On July 9, 2026, OpenAI launched GPT 5.6 as a three-tier model family: Sol, Terra, and Luna. Each tier runs a different depth of reasoning, pulls from different source pools, and cites different domains. The GEO strategy you calibrated against last month’s ChatGPT model […]
Your keyword rankings are solid. Your domain authority sits at 60+. Your content calendar runs like clockwork. Then a prospect asks ChatGPT, “What’s the best platform for [your category]?” and gets a list of five brands. Yours isn’t on it. That disconnect has a name now: AI brand citation. It’s the metric that tells you […]
Your domain authority is 70. Your keyword rankings haven’t budged in the wrong direction for six months. Then your CMO asks, “Why did ChatGPT just recommend three competitors and not us?” and nobody on the team has an answer. The metrics you’ve been tracking for years don’t measure what AI engines actually do when they […]
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 […]
