For years, the journey was: Search → Ranking → Click → Website → Conversion
Now it is increasingly: Discovery → Retrieval → Citation → Recommendation → Action
SEO isn't disappearing. Its mandate is expanding. The job is becoming less about optimizing individual pages and more about building digital knowledge systems that search engines and AI agents can discover, understand, trust and use.
I help organizations move through this maturity model by connecting technical SEO, content architecture, GEO, third-party authority, AI measurement and emerging agent readiness.
Transformed a large educational content library from siloed pages into a structured knowledge ecosystem through strategic internal linking, topic architecture and clearer relationships between awareness content, products and solutions. The work strengthened topical authority, improved discoverability and helped support significant organic growth of 30% in a year's time.
Built a multi-platform framework to measure visibility across Google AI Overviews, ChatGPT, Gemini, Perplexity and other generative search experiences—tracking mentions, citations, competitors and recommendation strength. The system connected AI visibility directly to content and authority actions, helping scale tracked AI Overview presence to 3,500+ placements and supporting 193% YoY organic visibility growth.
Created repeatable frameworks that evaluate products and solutions across search demand, rankings, AI visibility, content readiness, competitive positioning and third-party authority. This system tells product marketing, content, PR and web teams exactly what is missing and what they need to do next.
Built and implemented 18 Gemini Gem agents to automate repetitive SEO, GEO and content-analysis workflows across the organization. The program turned recurring expertise into scalable systems, helping product and content teams get more consistent recommendations while reducing dependency on manual analysis.