Martech

How to turn customer support transcripts into measurable content ideas using simple nlp workflows

I’ve spent years nudging teams away from reactive content creation and toward using the richest source of customer truth most companies already have: support transcripts. If you’re running a help desk — whether that’s Zendesk, Intercom, Freshdesk, or a custom chat queue — those conversations are full of repeat questions, feature gaps and phrasing that tells you how customers think. Turned into a simple NLP workflow, they become a...

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The martech trade-offs of using all-in-one platforms versus best-of-breed tools for scaleups

When a scaleup reaches the point where customer growth and marketing complexity start to outpace spreadsheets and single-person operations, the question of martech architecture becomes inevitable: do you centralize on an all-in-one platform, or stitch together a best-of-breed stack? I’ve helped teams make this call enough times to know there’s no one-size-fits-all answer — but there are reproducible trade-offs and a framework you can use...

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How to audit your first-party data flow so ad targeting survives third-party cookie loss

The end of third-party cookies didn’t come as a single knockout blow — it was a slow, predictable squeeze. But for many teams, the real challenge isn’t the headline change; it’s the messy, fragile plumbing of first-party data that suddenly matters a lot more. If you want ad targeting to survive and thrive in a cookieless world, you need to audit your first-party data flow end-to-end. I’m going to walk you through a pragmatic, hands-on...

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How to choose the right martech stack for a two-person marketing team under £5k/year

Picking a martech stack for a two-person marketing team on a tight budget is less about finding the single "best" tool and more about choosing a set of services that work together, reduce overhead and scale sensibly. I’ve built and audited stacks for tiny teams and large brands, and the constraint that matters most isn’t money — it’s attention. With £5k/year, you can cover the essentials if you prioritise integration, automation and...

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A practical checklist to evaluate ai copy tools for product pages without losing SEO value

I get asked a lot: “Can I use generative AI to write my product pages without tanking SEO?” Short answer: yes — but only with a checklist and guardrails. I’ve tested a handful of copy-generators across ecommerce stacks, and the difference between a helpful tool and a traffic-killer usually isn’t the model — it’s the workflow and the quality controls you put around it.Why a practical checklist mattersAI copy tools can speed up...

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