July 14, 2026 · by David Gilbert · 3 min read · Tech & AI
A while back, a long-time client told me she'd seriously considered using an AI tool to redo her website copy herself, for a fraction of what working with me would cost. She didn't, in the end, and the reason she gave me has stuck with me ever since, because it captures something I think gets lost in a lot of the AI hype: it wasn't about quality. It was about trust, and about someone actually understanding her business.
What She Actually Said
Her exact words, more or less: "It probably would have written something fine. But it doesn't know that I had a falling out with my old supplier, or why I changed my opening hours last year, or which of my services I'm quietly trying to grow versus the ones that just pay the bills right now. You know that, because I've told you, over several years, in person." That's not a knock on the technology. It's an accurate description of a real limitation.
Context Is the Actual Product
I think this is the bit a lot of "AI will replace X job" conversations miss. The deliverable — a paragraph of website copy, a quote, a piece of advice — is only the visible part. The actual value is the accumulated context behind it: years of conversations, knowing what's worked before and what hasn't, remembering the specific thing that annoyed a customer eighteen months ago so it doesn't happen again. AI tools have no access to that layer unless someone painstakingly feeds it in every single time, and even then, it doesn't carry forward the way a real ongoing relationship does.
Where I Actually Use AI in My Own Work
I'm not anti-AI — I use it daily, and I've written about that honestly elsewhere on this blog. I use it to draft, to summarise, to get a faster first pass at something I'll then shape with the actual context only I have about a specific client. It's a genuinely excellent starting point generator and a genuinely poor substitute for actually knowing someone's business.
What I Told Her
I said, honestly, that for some businesses and some situations, the AI route probably would have been perfectly adequate, and I'd have told her so if I thought it was the better fit for her specific situation. I'm not in the business of talking people out of cheaper options that would genuinely serve them well — that's the kind of dishonesty that costs you a reputation eventually. But for her business, with that much specific, accumulated context mattering to the result, I genuinely believed the relationship was doing real work that the tool alone couldn't.
The Bigger Pattern
I think the businesses and freelancers who'll do fine through this wave of AI adoption are the ones whose value was never just the deliverable in the first place — it was the judgement, the relationship, and the accumulated context wrapped around it. The ones purely selling a generic deliverable, with no relationship or context attached, have more to worry about, and probably should be thinking hard right now about what they're actually offering beyond the thing AI can now produce a reasonable first draft of.
For what it's worth, that client's website copy turned out well. Not because I'm a better writer than the alternative. Because I knew things about her business that nothing else did.