Search isn’t ending. It’s evolving. Across the industry, the systems powering discovery are diverging. Traditional search runs on algorithms designed to crawl, index, and rank the web. AI-driven systems like Perplexity, Gemini, and ChatGPT interpret it through models that retrieve, reason, and respond. That quiet shift (from ranking pages to reasoning with content) is what’s breaking the optimization stack ..
Tag : SEO
In many organizations, a quiet but costly stalemate exists between two powerful forces: the chief marketing officer (CMO) and the chief technology officer (CTO). At the heart of this tension lies a fundamental misalignment. It is not of intent, but of incentives, timelines, and definitions of success. What should be a collaborative engine for digital ..
AI search is driving the biggest shift in consumer behavior in 20+ years. Many teams are now chasing AI search visibility, but few know what the data truly means for their business or how to act on it. That leaves SEOs, digital leaders, and executives with one pressing question: “What’s our AI search opportunity?” In ..
A simplified explanation of how Google ranks content is that it is based on understanding search queries and web pages, plus a number of external ranking signals. With AI Mode, that’s just the starting point for ranking websites. Even keywords are starting to go away, replaced by increasingly complex queries and even images. How do ..
LLM referral traffic has been growing +65% year-to-date. But we should assume 0 in the future. LLM Referral Traffic Is Shrinking LLM referral traffic in B2B grew +65.1% since January – but dropped -42.6% since July. Image Credit: Kevin Indig My December prediction of 50% organic by 2027 is dead: In December 2024, I analyzed six B2B sites ..
The latest Ahrefs podcast shares data showing that brand mentions on third-party websites help improve visibility across AI search surfaces. What they found is that brand mentions correlate strongly with ranking better in AI search, indicating that we are firmly in a new era of off-page SEO. Training Data Gets Cited Tim Soulo, CMO of ..
Google’s VP of Product for Google Search confirmed that PR activities may be helpful for ranking better in certain contexts and offered an explanation of how AI search works and what content creators should focus on to stay relevant to users. PR Helps Sites Get Recommended By AI Something interesting that was said in the ..
The footprint of large language models keeps expanding. You see it in productivity suites, CRM, ERP, and now in the browser itself. When the browser thinks and acts, the surface you optimize for changes. That has consequences for how people find, decide, and buy. Microsoft shows how quickly this footprint can spread across daily work. ..
Researchers from Anthropic investigated Claude 3.5 Haiku’s ability to decide when to break a line of text within a fixed width, a task that requires the model to track its position as it writes. The study yielded the surprising result that language models form internal patterns resembling the spatial awareness that humans use to track ..
Learn How to Track What Really Matters in AI Search Tools like ChatGPT, Perplexity, and Google’s AI Mode no longer deliver ranked results; they deliver answers. So what happens when traditional SEO metrics no longer apply? Join AJ Ghergich, Global VP of AI and Consulting Services at Botify, and Frank Vitovitch, VP of Solutions Consulting ..
