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Building a Search Engine from scratch and what it actually teaches you

There is a big difference between understanding how search works in theory and having to deal with it in practice. For a long time I...

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How Vibe Coding is starting to reshape the Shopify App Ecosystem

There is a shift happening in the Shopify ecosystem that feels similar to what we are seeing with LLMs and search. It is not obvious...

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ERR_CACHE_MISS What it means and why it happens

ERR_CACHE_MISS is usually described as a browser error, and in a narrow sense that is true. It is raised by the browser when it cannot...

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DNS PROBE FINISHED NXDOMAIN the domain does not exist

If you have ever opened a browser, typed in a perfectly normal looking URL, and been hit with DNS_PROBE_FINISHED_NXDOMAIN, it usually feels abrupt and confusing....

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Automated takedown bots. Why they exist and how they work

Once an SEO, always an SEO. You start to see patterns everywhere, especially in how large automated systems operate. Automated takedown bots are a large...

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Everyone Is using GenAI – how many are actually being Transparent about it?

Generative AI is now part of everyday work for a lot of people in digital roles. Developers use it for coding support, refactoring, and problem...

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Grounding Pressure – A useful Metric for LLM visibility tracking

There are clear gaps in the way our industry measures visibility in the age of LLMs and soon AI agents. Traditional SEO metrics were built...

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What I now understand about content chunking and extraction for LLMs

Like most within the circles I run in, I have spent a fair chunk (no pun intended) of time this year looking more closely at...

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When Google will add AI reporting to Search Console

Everyone in the industry can feel the shift. AI mode, AI Overviews, the new chat interface and the growing sense that classic blue link behaviour...

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How to Work out your ChatGPT CTR

Over the past several months, I have been tracking how often ChatGPT cites my site, how often it sends traffic and how those two numbers...

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