A simple way to test an AI tool before you adopt it
A short, repeatable check for deciding whether a new AI tool deserves a place in your workflow, or just your bookmarks.
Eight years in SEO, paid media and automation. I write here about AI, measurable growth, and what actually works.

A short, repeatable check for deciding whether a new AI tool deserves a place in your workflow, or just your bookmarks.
Channels chosen because they work, not because they're trendy — a case for treating attribution as a first-class part of strategy.
A practical look at which parts of a paid media workflow benefit from AI tooling — and which still need a human call.
Which tools earn a place in the day-to-day, how they fit into real work, and where they fall short.
2 postsUsing AI across SEO, paid media and content, and what actually moves the numbers.
1 postAttribution, analytics and performance: knowing what worked, and why.
1 postI think of marketing as something that should be measurable and honest: strategy grounded in data rather than guesswork, and channels chosen because they work for the business, not because they're trendy.
I've spent eight years across SEO, paid media, conversion optimisation and marketing automation, and more recently my focus has been shifting towards AI-assisted work. I test what genuinely helps, and this blog is where I write it down.
Not hiring, not pitching, just happy to hear from readers and fellow marketers.
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