Project Case
INFECTOX
Specialized medical consulting in infectology powered by generative AI. Project combining business plan development with LLMs, evolution to SEO/GEO-optimized institutional website, and creation of scalable medical knowledge foundation.
Healthcare
AI-Driven Strategy
SEO/GEO
Challenge
Build specialized infectology consulting practice with focus on scalability, sustainability, and strong digital presence. Required:
- ✓ Robust business plan differentiated in competitive medical market
- ✓ Digital presence optimized for search engine and AI discovery
- ✓ Knowledge structure supporting growth and advanced mentoring
- ✓ Clear positioning as infectology specialist for AI-powered answers
Solution
Hybrid approach powered by generative AI:
- ✓ Business plan: Iterative refinement with multiple LLMs (prompt engineering, cross-validation)
- ✓ Institutional website: Evolution from Lovable prototype to SEO/GEO-optimized architecture using Claude Skills
- ✓ Technical foundation: Semantic HTML, JSON-LD Schema Markup, multilingual hreflang, intelligent robots.txt
- ✓ Content: Answer Engine Optimization (AEO) - direct answers, clear E-E-A-T, verifiable citations
My Role
- ✓ Strategic vision: Competitive differentiation and market positioning definition
- ✓ Technical leadership: Architectural decisions for SEO/GEO, AI Overviews optimization
- ✓ Tactical LLM usage: Advanced prompting, content validation, iterative refinement
- ✓ Operations: Content governance, healthcare regulations compliance (LGPD/Privacy)
Results and Impact
- ✓ Validated business plan ready for execution
- ✓ Institutional website with high potential for citation in ChatGPT, Perplexity, Google AI Overviews
- ✓ Clear specialist positioning - detected by semantic search and AI-powered search engines
- ✓ Scalable knowledge foundation reusable for mentoring and education
- ✓ Practical demonstration of GEO/AEO in real-world medical project
Lessons Learned
- ✓ LLMs are powerful validation tools for business logic - prompt diversity reduces bias
- ✓ SEO and GEO evolve together - semantic structure benefits both Google and AI Overviews
- ✓ Regulation (LGPD, medical privacy) must guide design from inception, not retrofitted
- ✓ E-E-A-T is critical in healthcare - authority and credibility are non-negotiables
- ✓ Correct multilingualism (hreflang) is competitive advantage in AI discovery for global markets