A tactic can be legitimate without being significant. As brands rush to adapt to AI search, a new category of digital marketing has emerged: things companies can point to as evidence that they are “AI-ready.” An llms.txt file. An AI information page. A chatbot. A new block of schema. A press release announcing an AI strategy. Instructions…
Your Next Customer May Send an Agent Before They Send a Click For most of the internet’s commercial history, businesses have been marketing to people. A person had a need. They searched. They looked at results. They visited websites. They compared options. Eventually, they chose. AI has already disrupted parts of that sequence. Buyers can…
Is GEO Just SEO? The Difference Is Smaller—and More Important—Than the Acronyms Suggest For most of the last year, marketers have been debating a growing collection of acronyms. SEO. GEO. AEO. AIO. Some argue that AI-driven discovery represents an entirely new discipline. Others argue that it is simply SEO under a different name. Google has…
Your Schema Is Structured. But Can AI See It? Structured data has become a standard part of modern website infrastructure. Organizations use Schema.org markup to identify businesses, products, services, articles, locations, people, reviews, breadcrumbs, FAQs, and the relationships between them. The markup may validate perfectly. Google may recognize it. A structured data testing tool may…
Does AI Prefer Certain CMS Platforms? Executive Summary A common misconception in AI optimization is that large language models (LLMs) prefer one content management system (CMS) over another. In reality, AI systems do not have an inherent preference for WordPress, Shopify, Wix, Webflow, or any other platform. What matters is whether the implementation makes information…
The AI Era Won’t Kill Search. It Will Kill Single-Channel Thinking. For most of the modern digital marketing era, businesses were able to build their growth strategy around one dominant assumption: If customers had intent, they would search. And if they searched, the business could compete for visibility. That assumption shaped almost everything. SEO teams…
For years, a decline in organic traffic usually triggered a familiar investigation: rankings, technical SEO, content quality, site speed, algorithm updates, or competitors. Those still matter. But increasingly, some declines appear to have a different explanation. The customer journey is changing before the click ever happens.
The Last 12 Months Changed the Customer Journey More Than the Last Decade It feels like online consumer behavior has changed more in the last 12 months than it did in the previous 10 years. That is not a clean statistic. It is not something that can be proven with one chart or one industry…
Your Website Has Never Mattered More. Your Analytics Have Never Told You Less. For most of the modern internet era, the digital growth model was built around a fairly simple idea: get found, earn the click, bring someone to your website, measure what they do, and optimize from there. It was never perfect. Attribution was…