
PerfecteWijn.nl
Commercial Director
At PerfecteWijn, I manage commercial P&L and operations with practical AI that directly protects and expands margins: from PW OS and digital sommelier advisory to retention and inventory controls.
Commercial Growth & Margins: Realized +26% YoY revenue growth in a contracting wine market, managing commercial P&L across media, tooling, and development.
PW OS & Applied AI: Built PW OS as the commercial operating engine; developed an AI digital sommelier currently in beta for 10% of visitors.
Scalable Search Architecture: Deployed 5,000+ product pages and 202+ structured category pages resilient against Google Core Updates.
Email & Retention: Rebuilt CRM and customer retention on Klaviyo and Smile.io for automated repeat purchase flows and win-back campaigns.
International Expansion: Rolled out commerce operations to Wallonia, establishing localized presence in French-speaking Belgium.
◈ Highlighted Projects
AI Wine Taste Profiler & Catalog Ingestion
Engineered an AI system that constructs verified taste profiles, complexity levels, drinking windows, food pairings, and expert ratings from winery sheets and reviews, reducing manual catalog onboarding to seconds per wine.
PW OS - Commercial Operating System
Internal platform generating evidence-backed commercial pricing and newsletter selections. Enforces margin floors (28% minimum gross margin), inventory run-rates, and statutory cooling-off periods before ranking.
Churn Survey & Automated Win-Back Loop
Automated retention engine that triggers targeted surveys when customers go dormant, categorizing qualitative feedback into churn trends and serving personalized win-back incentives.
Category SEO Architecture
Structured and scaled 202+ semantic landing pages around taste profiles, food pairings, and budgets, maintaining top rankings through major Google updates and driving +26% YoY growth.












