Author: Ryuzaki

“Hi Frank, I had ChatGPT look at our SEO and it has a bunch of recommendations. Can you take care of this for us?” We’re all getting some version of this email from clients and bosses. Responding is fraught with challenges. How do you avoid sounding defensive or dismissive? How do you avoid looking territorial while still explaining that some of these recommendations are generic, flawed, or completely wrong? It’s one thing to know SEO. It’s another to know how to respond tactfully when AI-generated recommendations are suddenly part of the conversation. Resist the urge to respond, ‘ChatGPT is wrong’…

LinkedIn has always been a key driver for B2B discovery, but over the past few years, a new layer of upper-funnel clout has developed: the platform’s influence on AI search citations. LLMs are increasingly influential in how B2B buyers discover products and services, and LinkedIn has become a top source of this information. This means that if your brand effectively optimizes its LinkedIn presence and content flow for AI search ingestion, you’ll likely get a corresponding bump in AEO-based discovery. In our work with B2B clients (mostly of the high-growth SaaS variety), we’ve divided this LinkedIn AEO initiative into three…

When OpenAI switched default models on March 4, the number of websites cited per response dropped by a fifth, and never recovered. But the citation drop is only part of the story. We also reverse-engineered ChatGPT’s internal browsing tools, ran a honeypot experiment, reconstructed its system prompt, and released a new version of our ChatGPT Search Capture plugin. What happened On March 4, ChatGPT switched its default model from GPT-4o/5.2 to GPT-5.3 Instant. The result: the average number of unique domains cited per response dropped from 19 to 15, a decline of more than 20%. Unique URLs per response followed…

Disclosure: I’m the co-founder of Optmyzr. I’ll use one of our open-source skills as the example below, but the frameworks here apply to anything you install or build. If you’ve used Claude, ChatGPT, or Gemini for marketing work in the last six months, you’ve probably hit the same wall I have. The chat is great until you need the same thing done the same way every week. Then you’re back to copying a prompt template into a fresh window, hoping you didn’t forget a step, wondering why a tool this powerful still feels this manual. Skills are what bring that…

Embracing Intimacy and Connection After 60 As we enter our golden years, the pursuit of intimate relationships often feels daunting yet increasingly necessary. The longing for love, touch, and connection is a natural human desire that does not fade with age. However, many individuals find themselves feeling awkward about self-love and intimacy, often seeking validation from others instead of nurturing their own self-worth. Understanding the Dynamics of Love and Intimacy Love and intimacy take many forms, evolving with our life experiences. It’s a truth that many of us grapple with: how can we effectively express and experience love as we…

Google is expanding its push into AI assistants for advertisers and retailers, embedding guidance tools directly into Merchant Center to simplify setup, troubleshooting and optimization. What’s happening. Google has been spotted testing Merchant Advisor, an AI-powered chatbot integrated into Google Merchant Center. The feature is currently in beta and appears designed to provide merchants with personalized recommendations and support inside the platform. How it works. Merchant Advisor proactively surfaces tasks and suggestions, such as setting up a returns policy or completing account configuration steps. The goal is to give merchants an always-on assistant that can help improve feed quality and…

Google Search Query Reports are becoming less literal and more AI-interpreted, reflecting inferred intent rather than exact user searches. What’s happening. Google has clarified that the search terms shown in Search Query Reports may not exactly match what users typed. Instead, the platform may display the “closest approximation” of a query because of the complexity of modern search behavior. What’s behind it. The change reflects how heavily AI now influences Google Ads matching systems. Rather than relying solely on exact keywords, Google increasingly interprets user intent, context and behavior signals to determine which ads to show. Why we care. For…

Condé Nast now plans its business “as if search is zero” after years of Google algorithm updates and AI Overviews reducing visits to publisher websites. That’s according to CEO Roger Lynch, who was interviewed on TBPN, the tech media network that bills itself as “technology’s daily show” and was acquired by OpenAI in April. What he’s saying. Condé Nast doesn’t expect Google traffic to disappear completely, but no longer considers search a reliable channel, Lynch said: “Last year, I told our teams: assume there’s no search. You have to have your businesses planned as if search is zero.” “We don’t…

The release of TurboQuant will completely change how we think about AI and SEO. This new algorithm from Google will greatly reduce computing power and energy by allowing for the massive compression of LLMs and vector search engines. Using six times less memory and running eight times faster, all without losing accuracy, the high cost of running AI will be dramatically reduced.  As search moves away from a simple list of links on a SERP and turns into a system reliant on AI Overviews for immediate answers, the SEO industry needs to adapt and understand how to create true meaning…

We’ve been flooded with generative engine optimization (GEO) advice over the last couple of years – from checklists for AI citations to signal frameworks and technical guides explaining how to structure content for large language models. Most GEO advice converges around the same idea: If you want to be visible in AI-generated answers, you need to be structured, authoritative, and easy to extract. In my opinion, even though this information is extremely valuable and valid, it’s still incomplete if your brand is already positioning itself for a future where AI-generated answers dominate search.  What this entire layer of advice assumes is…