Stefan Petschinka

@stefanpetschinka

AEO Strategist, Entity Architect, Founder of richresults.ai

Joined May 2026

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AEO Strategist · Entity Architect · Founder of richresults.ai · Specialized in Answer Engine Optimization, Entity Building and AI Visibility.

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A local leather studio in Cologne just outranked Hermès

2d ago · 1 min read · A local leather studio in Cologne just outranked Hermès. Not in paid search. Not in a campaign. In the answer of ChatGPT and Google AI Search. When you ask ChatGPT or Google AI Mode about Kelly Bag re

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Machine First: Why AEO Is Not SEO 2.0

2d ago · 1 min read · This is an excerpt from my full article on AEO architecture. Answer systems don't rank, they infer. That requires a fundamentally different approach to how we build entity signals, structured data and

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Stefan Petschinka

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Stefan Petschinka's blogs

Recently published

A local leather studio in Cologne just outranked Hermès

Machine First: Why AEO Is Not SEO 2.0

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Stefan Petschinka

About

Available for

Stefan Petschinka's blogs

Recently published

A local leather studio in Cologne just outranked Hermès

Machine First: Why AEO Is Not SEO 2.0