About · The manifesto

I document
what I build.

I'm a practitioner, not a guru. Everything below is what I actually believe after three years building a growth engine from scratch, and deleting 140,000 visitors a month on purpose.

01 / Some things are ending
The era of renting fifteen SaaS tools and duct-taping them together is over.

AI lets you build the custom system those tools were faking, for a fraction of the cost, tailored to exactly how your team works. The $60k stack becomes a $3k one.

Most agencies sell hours disguised as strategy.

They charge fifteen to twenty grand a month to hand-deliver what a well-built system produces on a Sunday afternoon. The ones that survive will sell architecture, not output.

Ninety-five percent of thought leadership contains no actual thoughts.

If your take could be generated by prompting a model with "write a post a CMO would agree with," it isn't thought leadership. It's thought followership.

02 / Here's what I actually think
"AI won't replace marketers" is the comforting version.

The honest version: it already replaced the ones whose entire value was production. If your job was first drafts, formatting, and templated emails, that job is gone. What's left is judgment, strategy, and lived experience.

When someone calls content "AI slop," I ask: compared to what?

The average B2B blog post was already generic, keyword-stuffed, and written by someone who'd never used the product. AI didn't lower the bar. The bar was already on the floor.

"You need the human touch" is the laziest line in marketing.

The touch that matters is knowing which accounts to target, which content to kill, and when the output needs a rewrite. Not sprinkling personality on a post nobody asked to be entertained by.

Maybe the reader doesn't want your clever hook.

Maybe they just want their question answered. The directness you're afraid of is the most human thing you can do.

03 / So I'm building a category
Marketing-led, sales-led, product-led: every model overloads one piece and waits for it to buckle.

Systems-Led Growth connects the pieces. AI runs the middle. Operators keep the judgment. The companies that win the next decade won't have the biggest teams or budgets. They'll have the best systems. Four things I'd stake it on:

01Systems over prompts.
02Pipeline over pageviews.
03Skeleton crews can win.
04Lived experience is the only moat left.

AI can generate any content. It can't say the thing only you can say. That's the whole game now.

04 / Who's saying this
The person, not the brand

I built the growth engine at Copy.ai from scratch, the content system, the SEO and AEO strategy, the whole thing, then left to build my own. As of this year, fully independent.

I live in Cochrane, Alberta. Married, two kids. I train jiu-jitsu. I walk my beagle Zoomer at lunch, which is usually where I figure out what I actually think.

I have one test for everything I publish: would I say this out loud walking Zoomer, or only in a pitch deck? If it's the pitch deck, I rewrite it.

I build in public. The frameworks, the real numbers, and the parts that don't work yet. I document what I build.

05 / The line
This isn't for everyone. That's the point.
If you want to debate whether AI content is "real" content, we won't enjoy each other.
If you want a cheap vendor to write blog posts, I'm the wrong call.
If you've got a lean team, real revenue, and you're tired of running AI one prompt at a time, we'll get along fine.