I interview the people behind the product, turn what you ship into stories customers understand, and check what AI search actually sends you, with real data (no hype)
› new customer-story → load rules # your voice, grammar, a never-invent list → interview # what your team and customers actually said → research # sources checked, dates verified → outline # you approve it before anything gets drafted → draft # AI writes the first pass, I rewrite the angle → fact check # every number traced back to its source ✓ ready for your review
I've worked on content for 30+ SaaS brands, and for three AI search tools I ran the whole organic side, so I watched search change from the inside. Today AI does the research, the first draft, and the link checks in my workflow, while I choose the angle, interview the people behind the product, and check every claim before it ships.
Most of that work ends up as customer stories, product newsletters, and articles people actually search for. On my Substack, I test the newest claims about AI and search against real data, so the teams I work with get what works, not what's trending.
I talk to the people who built it and the people who use it, then show what changed in real numbers, for software companies and MSPs.
Same topic, better format, in four months, and it became a published case study. read the case study →
I posted every weekday for a month, and a SaaS brand turned it into a campaign. One post hit 31K impressions, 96% from outside my network.
I turn a SaaS team's monthly updates into newsletters that show users what to do with each new feature, so nothing ships in silence.
If you think you're behind on GEO/AEO strategies, I collected what the top 7 AI search tools on the market actually say and compared it with Google's own guidance.
I read that Outrank.so can replace a freelance writer for only $3.30 per article, so I had to check what that looks like on real blogs
Has AI made your work easier, or has it given you even more to be responsible for?
I work remotely with teams in the US and Europe, and I'd love to hear what you're working on.
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