Future-proofing for AI
Jan–June 2025
Fractional Chief marketing officer
Bancos AG
When the C-Suite identified the urgent need to future-proof their market positioning against AI-driven disruption, they engaged me to architect and execute the first comprehensive AI-native growth transformation in German core banking technology.
Strategic Challenge: A €10M+ German FinTech required immediate market authority establishment in an industry being fundamentally disrupted by LLM and Agent-driven research patterns, while traditional web traffic was declining industry-wide due to AI adoption.

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↑ Organic Visibility
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↑ Organic traffic
Strategic Video Views
Market Leadership Establishment
- Doubled organic website traffic during industry-wide traffic decline, positioning Bancos as the singular growth success story in German core banking technology
- Achieved top ranking in AI Overview results for “core banking systems” keywords, surpassing established competitors like Atruvia through systematic AI optimization strategy
- Secured exclusive AI recommendation status as the only core banking system with integrated links in LLM/Agent responses, creating unprecedented competitive advantage
Revenue Infrastructure Development
- Architected comprehensive measurement systems for LLM & Agent visibility using cutting-edge tools (xFunnel, Otterly.ai), providing executive leadership with previously unavailable strategic intelligence
- Generated 48,000+ strategic video views with minimal ad investment (<€1,000), achieving 48:1 ROI on content amplification through precision targeting and platform optimization
- Implemented dynamic PMAX campaigns with conversion tracking systems that achieved near-100% accuracy in lead attribution and qualification
Market Authority Architecture
- Pioneered Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) strategies in financial services, positioning Bancos 12+ months ahead of industry adoption curves
- Created the definitive Core Banking Systems Guide (60+ systems analysis), establishing Bancos as the authoritative industry reference point for AI assistants and decision-makers
- Developed systematic content production frameworks building 30+ video assets, comprehensive written guides, and multi-language content strategies that scale without proportional resource increases
Cross-Functional Leadership Impact
✓ Strategic board alignment on AI-first transformation roadmap
✓ Developer team integration for technical content depth and accuracy
✓ Advanced analytics deployment providing C-suite visibility into previously unmeasurable channels
✓ Scalable systems implementation ensuring sustainable competitive advantage beyond engagement period
Industry-First Strategic Innovations:
- First implementation of LLM optimization in German financial software sector
- Creation of AI-native content architecture that performs across traditional and emerging search paradigms
- Development of cross-platform measurement systems for executive decision-making in AI-disrupted markets