Web design
Sites that clarify your offer and next step.
Better marketing with AI and good judgment.
I build and test AI marketing workflows on real campaigns.
AI should help you do your best work.
AI speeds up research, prototyping, and campaign operations. People keep the context and make the decisions.
Read my philosophy
Practical work for real marketing needs.
Web design, AI and automation, SEO and GEO.
AI & automation
Human-reviewed workflows that protect quality.
SEO & GEO
Search and AI visibility built on useful information.
Build. Test. Keep what holds up.
Small systems built around real work, with people making the calls.
Find the real bottleneck
Start with where work gets stuck, not where AI can be added.
Shape a small solution
Build a tool or workflow around the way the work actually happens.
Test it in real work
Use it on real campaigns and check the output with human judgment.
Keep what holds up
Refine the useful parts, document them, and remove the rest.
I build and test what I use.
I test tools in my own work before bringing proven workflows to yours.
Talk about your project
Human judgment
People make the calls.
Proven quality
Tested on real campaigns.
Shared tools
Experiments become practical tools.
Work that holds up in practice
Pick a door. Each page goes deeper.