Paste a URL into an AI tool, get a list of what's broken. Ask for a meta description, get one in five seconds. Most of what used to make this work valuable is templated now. Here's what that leaves.
The execution was never the hard part, even before AI. Writing a meta description, fixing a title tag, generating a keyword list: that's the visible layer, and it's the layer that got commoditized first because it was always the most templated part of the job. What's underneath it is harder to fake: knowing which of the ten things on a checklist is the one actually costing an organisation money, and which nine are cosmetic. That's not a skill an AI tool demonstrates by listing problems. It's a skill that shows up in the specific cases where the obvious-looking issue and the important issue aren't the same thing.
Relationships don't scale the way content does. A tool can generate a hundred outreach emails in an afternoon. It can't get someone to actually respond, trust the person writing it, and link back organically because they wanted to, not because they were paid to. The backlink work I've done that actually moved a domain's authority came from individual conversations, not volume.
Proof beats claims, and proof takes longer to fake than a promise does. What's harder to fabricate than "I can improve your rankings" is a specific, checkable finding: this canonical tag was misdirecting authority, this staging folder was exposed, this is what changed after it was fixed. That's why every service page here leads with real, anonymised examples, not testimonials.
Where the transferable part comes from
None of my background is a typical path into SEO. Before it, I spent nearly four years coordinating community-based sustainability work with village governments and waste operators, and before that I managed donor and partner relationships for crowdfunding campaigns. I also spent time reviewing AI model responses for factual accuracy, which is where a lot of the AI-citability angle on this site comes from.
The parts that transfer are building trust with people who have no reason to trust you yet, and telling the difference between something that looks like a problem and something that actually is one. Neither was learned from an SEO course. If you want to see what I offer, it's on the services page.
