Tag
ai
8 posts
Google Is Right About Google. That Is Not the Whole Map.
Google’s guidance on AI search is useful, but it is not universal law. It explains how Google wants us to think about Google Search, not how every AI system retrieves, grounds, cites and acts on information. SEO is still the foundation, yes, but the new competitive layer is evidence: passages that make sense, claims that can be trusted, entities that are corroborated, and websites that can be understood by both humans and agents.
Why ChatGPT Cites Your Content (And Why Your Schema Doesn't Matter)
If there is ever a moment where the fog clears, where the broken programming of the SEO industry reveals itself for what it truly is, it is when you look at the data. Real data. Not the culture soup of marketing buzzwords, not the unenlightened 'GEO experts' claiming schema is the answer to everything, but actual evidence from 1.4 million ChatGPT prompts. Ahrefs released a study in April 2026 that should have sent shockwaves through the SEO community. Instead, most people missed it entirely. The study examined which pages ChatGPT actually cites, and the findings are damning for anyone who has been chasing the schema markup myth.
Structured Data & AI Crawlers in 2026: Why Most Schema Hype Is Misplaced
From hands-on experiments in late 2025 and early 2026, one pattern emerges clearly: most AI crawlers do not parse JSON-LD semantically. They tokenize the entire page as ordinary text. Search engines still use schema during indexing, but when their LLMs generate answers, they draw from algorithmic summaries and grounding snippets, not raw structured data feeds. The result? Visible, semantically clear HTML structure beats hidden schema for AI extraction in almost every case.
Lost in Semantics: EEAT and the Problem of Artificial Ignorance
EEAT was meant to fix quality in search, but in the age of AI Overviews it's falling short. From keyword stuffing to Artificial Ignorance, why the gaming never really ended.
Badges Are for School Bags, Not Business Assets
Designers obsess over 'Human Crafted' badges and pixel-perfect animations. Consumers just want their problem solved. Here is the disconnect no one wants to admit.
Programmatic SEO in the Age of AI: From Scale to Signal
Programmatic SEO is evolving. Scale without signal produces noise. Learn how systems are shifting from ranking pages to retrieving and reusing information.
From Semantics to AI: The Same Debate, Repackaged
The industry is splitting over AI, but this is the same cycle we've seen before. Understanding the pattern reveals what really matters: inclusion over ranking.
The T-Shaped Professional: Why Breadth + Depth Beats Specialisation
Why breadth, not depth, is becoming the ultimate advantage in the age of AI — and why deep generalists are the most valuable professionals in an AI-driven world.