PROJECT 01 / AI · GEO · Automation
GEO Copilot
From an AI search question to a workflow a local business can actually use.
A question becomes a workflow.Local business → AI recommendation
✳01Generate
02Audit
03Publish
Check. Learn. Make it better.↗
A tool that made it out of the notebook.Concept illustration
01 / THE PROBLEM
Local businesses need a practical way to understand and improve how they appear in AI recommendations.
02 / WHAT I BUILT
A working system for GEO content generation, auditing, deduplication, publishing and performance checks. Used in real client delivery, beyond a classroom project.
03 / WHAT I’M LEARNING
The question I keep coming back to: how do I make an AI workflow useful after the demo ends?
An initial project outline based on the project brief. Screenshots, specific decisions and first-hand lessons are still to be added.