METHOD-LED EXPERT · BARCELONA

Vladyslav Rovnianskyi.

I help brands and agencies understand · measure · and fix how AI systems see · cite · and recommend them.

ANSWER · AEO-EXTRACTABLE

vAEO is led by Vladyslav Rovnianskyi · Barcelona-based · method-led expert в Verifiable Answer Engine Optimization. Method-led positioning LOCKED DEC-2026-05-02-001.

Background — 25 years operating in technology, growth, and AI. Engineering education. Systems thinker. Serial operator since 1999 · previously in e-commerce, real estate, crypto. Now method-led in AI Visibility · Citation Stack 4-layer auditor · Strategic Diagnostician.

«From operator to method-led to teacher. The work is the same — translate complexity к operator-grade decision artifacts. The medium changes.»