For years I bet on Google winning this race. Lately it moves like a company I've seen before.

For years I bet on Google winning this race. Lately it moves like a company I've seen before.

The closer you get to the model, the less confident you have to be. The further out you sit, the more you can charge for certainty.

The closer you get to the model, the less confident you have to be. The further out you sit, the more you can charge for certainty.

LLMs read unstructured language by design. The GEO/AEO playbook is SEO best practices repackaged as novelty.

SEO's "dark art" reputation isn't a perception problem. It's a twenty-year filing error.

Everyone’s been watching the wrong pipe. The synthetic content is already in the retrieval layer, and the answer engines are laundering it as fact.

Everyone’s been watching the wrong pipe. The synthetic content is already in the retrieval layer, and the answer engines are laundering it as fact.

Everyone’s been watching the wrong pipe. The synthetic content is already in the retrieval layer, and the answer engines are laundering it as fact.

How to structure XML sitemaps for meaningful indexing insights, using content-type segmentation and hierarchical indexes.

How internal links distribute ranking signals, influence crawl prioritisation, and shape topical relevance. Includes frameworks for diagnosis and intervention at scale.

How AI crawlers differ from Googlebot in JavaScript rendering, why client-side rendered content is invisible to ChatGPT, Claude, and Perplexity, and how to diagnose and fix visibility gaps.

How efficiency gains became workload increases, and nobody adjusted the headcount.

AI is automating the grunt work that made senior practitioners senior. Nobody's asking where the next generation of experts comes from.

How to manage access for AI training versus retrieval crawlers, from robots.txt to edge-layer enforcement and licensing signals.

The traffic bargain was a lucky externality, not a contract. It's time to stop mourning it.

What actually matters when machines do the searching

YouTube video by The Verge