Marketing systems that ship revenue.
Senior marketing operator across Henkel · Geberit · multi-brand automotive. One system, three industry languages.

∗ Brands the system shipped at
- HenkelFMCG · 2011–2013
- GeberitB2B Manufacturing · 2017–2019
- Multi-brand automotive groupAutomotive · 2019–present
- YEARS10+EXPERIENCE
- BUDGET$920KMANAGED
- INDUSTRIES3
- ATTRIBUTED$5MANNUAL SALES
01Selected work
Three industries, one system.
Same lead-flow operating system, three industry languages. Click any row to see the metrics; open the full case study for the four-act breakdown.
- 83% CPL reductionOutcome
- $5MAttributed
- 163%Conversion lift
- 400–500Leads / month
Problem → System → Outcome → What Transferred. Same four-act structure across every engagement. The system is what travels.
Read the full case study →- 42% ROI liftOutcome
- $850KBudget
- 68%Qualified leads
- 23%CPL reduction
Problem → System → Outcome → What Transferred. Same four-act structure across every engagement. The system is what travels.
Read the full case study →- 10% YoY sales growthOutcome
- 200–300Leads / month
- 10%Growth 2011
- 6%Growth 2012
Problem → System → Outcome → What Transferred. Same four-act structure across every engagement. The system is what travels.
Read the full case study →
02Positioning
What transfers across industries
The industries change. The system doesn't. Five operating disciplines I run the same way at Henkel, Geberit and a multi-brand automotive group.
- 01
Attribution discipline
I treat every channel as accountable for measurable revenue.
- 02
Lead scoring + nurture
I design the scoring schema before I design the campaign.
- 03
Sales–marketing alignment
I sit with the sales team; the funnel is one team, not two.
- 04
Channel mix + budget control
I move budget weekly based on attributed CPL, not gut.
- 05
AI-augmented research + creative
Claude and Perplexity for company / segment research; structured prompts for first-pass creative; A/B tested against human-written controls.
03Method
How I work
- 01DIAGNOSE
Audit funnel, attribution and channel mix. AI-assisted synthesis across analytics, CRM and competitive data — the bottleneck shows up faster.
- 02DESIGN
Build the lead-flow system: scoring schema, channel plan, content backbone, attribution model. LLM-drafted first-pass artefacts, human-edited to brand voice.
- 03DEPLOY
Execute end-to-end. Instrument every touchpoint. Align sales on the scoring. Automate the rote (Make / n8n / Vercel) so the team can ship more thinking, less typing.
- 04DEMONSTRATE
Attribute revenue. Present the system. Hand off operating playbooks the team can run without me — including the AI prompts and automations.
04Recent learning
What I'm studying now.
- AI in MarketingUniversity of Virginia
- Google SEO FundamentalsUC Davis
- Marketing in a Digital WorldUniversity of Illinois
05About
Operator first. Marketer by trade.
I am a senior marketing operator with 10+ years across FMCG, B2B manufacturing and automotive retail. I install the same lead-flow system in different industry languages — attribution, lead scoring, channel mix, sales–marketing alignment, and AI-augmented research and creative — and run it as an engineering discipline, not marketing folklore.
Read more →06Receipts
I wrote the brief. Claude Code executed.
The portfolio you're reading is my own operator loop applied to a marketing problem: a structured brief I authored, an agentic pipeline I supervised, and the corrections I shipped. Same loop that runs the case studies above — diagnosis, design, deployment, demonstration — translated to building a site instead of running a dealership funnel. The next release adds a per-job application engine and an “ask me about Borbala” agent grounded in this corpus.
- My roleBrief, positioning, copy, brand direction, review
- The loopClaude Code · Anthropic SDK · supervised agentic execution
- In marketing the same loop runs onClaude · Perplexity · GA4 · HubSpot · n8n
07Contact
Let's talk about your funnel.
15 minutes is enough to tell you whether your attribution stack is the bottleneck. Book a slot, or email me directly.
Or write: borbala.jarmy@gmail.com