Systems
A portfolio of the growth systems I build and deploy. These aren't frameworks on a slide deck — they're operational systems I've run in production. Click any card for details.

AI Content Engine
SEO/AEO research → content production → automated distribution across channels.
Reply & Engagement Ops
Social monitoring → intelligent routing → timely brand responses.
Experiment Tracker
Hypothesis → test design → execution → results → learnings loop.
Funnel Telemetry
Event tracking → real-time dashboards → weekly optimization cycles.
Partner Co-Marketing Machine
Partner pipeline → co-marketing playbooks → joint campaign execution.
Launch Kit
Checklists, asset templates, comms plans, and rollback procedures.
LLM Visibility Monitor
Track AI-search citations and brand presence across LLM outputs.
Community Growth System
Onboarding flows → engagement loops → ambassador programs.