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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
5 days 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
6 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
6 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
Jan 22 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
Jan 24 min read


SEO for Prophet
This guide is to help users make use of my Prophet Forecasting For SEO App built in python and hosted on Streamlit. Skip to forecasting...

Chris Green
Sep 27, 20253 min read


Trends Stitcher - Comparing More Than 5 Trends Together at Once
TL;DR We need to use Google Trends data more as the rest of our click/attribution data will degrade because of AI search. Google Trends...

Chris Green
Aug 25, 20253 min read


Diving into ChatGPT-5's web.search() Function
ChatGPT 5 has been launched and Josh from Profound was quick off the mark to help provide some more insights into how the search service works. After seeing Charlie share potential System Prompts (I say “potential”, I’m still not convinced that we can get a super accurate level of information for this) for GPT5, I wanted to sit down and see what was going on in the Conversations event stream, is it any different from ChatGPT 4.1 and does this change anything for how we do o

Chris Green
Aug 9, 20254 min read


How "Substantial" is Ranking Content?
Content Substance and Rankings - TL;DR The data suggests that more than 50% of ranking results in the top 15 organic positions are...

Chris Green
Aug 7, 20255 min read


Why Splitting SEO and GEO Functions Doesn’t Make Sense
Splitting SEO (Search Engine Optimisation) and what some are calling “GEO” (Generative Engine Optimisation) is, in most cases, a new...

Chris Green
Aug 6, 20253 min read


Finding User Moments Using PAAs and Also Asked (Work in Progress)
In the Age of AI SEOs NEED to Get Closer to Key User Moments In an age of search which promises a greater degree of personalised results...

Chris Green
Jun 24, 20253 min read


How Content Structure Matters for AI Search
Is "writing for AI" Just optimising content for chunking? One common recommendation I have started to see when preparing content for AI...

Chris Green
Jun 13, 20256 min read


AI Mode is Web Scrapbooking
Much has been written about Google's new AI Mode - some of which is particularly awesome. But what it often isn't is super...

Chris Green
Jun 9, 20251 min read


SEO Checklists – Friend or Foe?
This was a great question posed by Chris Lever during our Tech SEO Panel at HiveMCR. If you missed the event, here’s a more detailed...

Chris Green
May 17, 20253 min read


Crawling a Million Websites in Search of LLMs.txt
TL;DR LLMs.txt simplifies website content into a markdown file for easier AI crawling, bypassing technical issues like JavaScript...

Chris Green
May 11, 20253 min read


What are the perfect conditions to fail at SEO?
It's surprisingly easy to set yourself up to fail at SEO, despite the best of intentions. Overselling expectations, undervaluing the...

Chris Green
May 7, 20252 min read


Could Google Block Rank Trackers?
Have you ever considered the possibility of Google completely blocking rank-tracking tools? It's not something many in the SEO world...

Chris Green
May 2, 20252 min read


Challenges of Intent Classification in an Evolving Landscape
Understanding intent - what a user is trying to accomplish - is critical for SEO and digital marketing. However, identifying intent...

Chris Green
Mar 20, 20254 min read


Understanding the Potential of Avg Position in Google Search Console
The Average Position metric in Google Search Console (GSC) is often misunderstood or misused. For many, it's seen as an indicator of SEO...

Chris Green
Mar 8, 20255 min read


The Rise of Embeddings in SEO
Embeddings have (rightly) dropped onto the radar of more SEOs—and that's broadly a good thing. However, beyond some of the more obvious...

Chris Green
Feb 22, 20254 min read
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