Research markets, competitors and customer language at useful speed.
AI growth systems
AI for faster learning. Human judgment for growth.
Practical workflows that turn fragmented marketing data into clearer audiences, stronger creative hypotheses and faster weekly decisions.
Paid media + AI
One growth system.
Four connected layers.
AI speeds up the work. Commercial judgment decides what deserves budget.
- 01DemandGoogle, Meta, LinkedIn and TikTok acquisition.
- 02IntelligenceResearch, audience analysis and creative learning.
- 03ConversionLanding pages, tracking and CRM feedback.
- 04DecisionsReporting, forecasting and next-best actions.
Where AI helps
The value is not more content. It is a shorter distance from evidence to action.
Turn performance patterns into structured creative test briefs.
Automate repetitive reporting and flag material anomalies.
Document learning so the next campaign starts smarter.
What I build
Small systems that remove recurring marketing bottlenecks.
- Audience intelligence workflow
- Competitor and ad research workflow
- Creative analysis and briefing system
- Campaign QA checklist
- Weekly growth reporting workflow
- Human review and governance rules
Free 48-hour audit
Choose one marketing bottleneck worth removing first.
Share your account context and bottleneck. I’ll identify the three highest-impact opportunities—without a sales deck.
Request your audit