AI Product Lead · GEO / AI Search

AI product judgment from real organizations

I connect AI Search visibility, enterprise agent delivery, and product judgment to real business outcomes.

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Now: AI Lead · VationX.AI　/　Focus: GEO, AI Search, and enterprise agents