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Thoughts, reflections, hints & tips.


Will 2026 see the birth of “Artisanal SEO"?
When machines can do almost everything, which parts of your SEO work are you deliberately choosing to keep human? For years, SEO has trended toward scale. AI and agents are assumed to be here to finish the job. By 2026, most of what we’d describe as “commodity SEO” will be easy to replace. Keyword coverage, basic content, schema, internal links, meta tags. All solvable, often "well enough". Sometimes better than humans can to do. Which raises an uncomfortable question: If eve

Chris Green
1 day ago2 min read


Is 2026 the Year of the agent-facing Web?
For most of the web’s history, the assumption was simple: humans browse, websites respond. Search engines mediated discovery, but the interaction itself was human-to-site. Agents aren't just answering questions, they’re comparing options, checking availability, monitoring prices, filtering constraints, and increasingly acting on behalf of users. In many cases, they don’t need a visual interface at all - they just need reliable information. This isn’t the sudden arrival of a “

Chris Green
2 days ago3 min read


How do you manage bots in the age of AI and agents?
Bot management used to be a relatively contained problem. A small number of well-understood search engine crawlers, a handful of bad actors, and some fairly blunt controls were usually enough. Not any more. Today, there are more bots that matter for visibility, discovery, and commercial outcomes than ever before. It’s no longer just Google and Bing. It’s a growing ecosystem of crawlers, scrapers, training bots, AI search providers, agents, and hybrid systems operating on beha

Chris Green
2 days ago3 min read


Are we building agents or going to be replaced by them?
A lot of the work many of us do can already be done by AI agents. Not perfectly, not end-to-end, but well enough to be useful. For a long time that gap between “useful” and “reliable” was where human job security lived. What’s different as we move into 2026 is that the capability is finally catching up with the hype. The tooling is better. Models are better. Orchestration is better. Memory, retrieval, tool use, scheduling, retries, and guardrails are no longer research projec

Chris Green
4 days ago2 min read


How are we going to handle attribution as clicks disappear?
How are we going to handle attribution as clicks disappear? AI search is going to reduce clicks. That part is not controversial. The uncomfortable consequence is what follows: fewer clicks means fewer people trigger web analytics, which is still how most organisations measure performance and assign value. The inevitable outcome is that SEO will look like it is getting worse, even when it isn’t. ...likely one of the most important problems we need to solve in 2026. This is not

Chris Green
4 days ago4 min read
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