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Case Study

Cihan Hazar.
When expertise gets a name.

Case Study

Cihan Hazar, Show Architect and Fashion Show Director. diefarbenull.

Cihan Hazar is a Show Architect and Fashion Show Director in Cologne and the founder of diefarbenull, a Show Architecture Studio that has directed fashion shows, award ceremonies and opening stages since 2010. richresults.ai applies AEO and GEO to Cihan Hazar and diefarbenull through Entity Building, the Expert Stage and the Machine-First approach. This case study documents five retrieval paths across ChatGPT, Perplexity and Gemini: a direct person query, a studio query, a specific show-role query across three AI systems, an open category query in Perplexity and an unbranded runway-director query in ChatGPT.

The Challenge

What’s missing.

Before the AEO and GEO work, direct questions about Cihan Hazar returned no clear entity picture. Yet his roles, productions and connection to diefarbenull had been visible for years: show direction, long-term productions and recurring work for Koelnmesse.

The Solution

What we built.

richresults.ai implemented Entity Building and the Expert Stage for Cihan Hazar and the Show Architecture Studio diefarbenull using the Machine-First approach. The work included clearly defined roles and entity relationships, competency clusters, published specialist articles, positioning across bilingual external profiles and further evidence. The website was also technically rebuilt around the Entity Architecture, from HTML structure to visible content and Structured Data. The Graph Loop describes how these consistent and corroborated signals are reinforced across sources and AI answers.

The Result

What AI says.

Five retrieval paths lead to Cihan Hazar and diefarbenull: through the person, the studio, a specific show role, an open category question and an unbranded runway-director query.

Retrieval 01: Perplexity Entity Recognition

Person. Role.
Studio. Productions.

Query tested
"Who is cihan hazar"

Before the AEO and GEO work, the direct query returned no clear entity picture. Now Perplexity connects person, role, studio and productions in one answer: Cihan Hazar as Show Architect, founder and Creative Director of diefarbenull, with more than 60 live productions since 2010.

Perplexity resolves the query who is cihan hazar to Cihan Hazar, Show Architect and founder of diefarbenull in Cologne

Separate signals become one clear picture: Perplexity correctly connects the person, roles, studio and productions.

Retrieval 02: Perplexity Studio Retrieval

Perplexity gets
diefarbenull right.

Query tested
"What is diefarbenull.com"

Perplexity describes diefarbenull as a Cologne-based Show Architecture Studio and preserves the studio's clear distinction: show direction and production, not a general event or logistics agency.

Perplexity describes diefarbenull.com as the website of the Cologne-based Show Architecture Studio diefarbenull, founded by Cihan Hazar

Perplexity identifies not only the studio, but also its specific positioning: show direction and production rather than a general event or logistics agency.

Retrieval 03: Role Resolution in ChatGPT, Perplexity and Gemini

Three AI systems.
One answer.

Query tested
"Who is the show director of the spoga horse FASHION WALK"

The question is: "Who is the show director of the spoga horse FASHION WALK?" It names neither Cihan Hazar nor diefarbenull. ChatGPT, Perplexity and Gemini name Cihan Hazar and connect him with the Show Architecture Studio diefarbenull and the spoga horse FASHION WALK by Koelnmesse.

ChatGPT names Cihan Hazar as the show director of the spoga horse FASHION WALK, founder and Show Architect at diefarbenull
Perplexity resolves the direction of the spoga horse FASHION WALK to Cihan Hazar and diefarbenull, twelve consecutive editions since 2015
Gemini names Cihan Hazar as the show director of the spoga horse FASHION WALK and connects him with diefarbenull

The question asks for a specific role, not a name. Three AI systems name Cihan Hazar and connect him with the Show Architecture Studio diefarbenull and the spoga horse FASHION WALK by Koelnmesse.

Retrieval 04: Open Category Retrieval in Perplexity

Open question.
Direct answer.

Query tested
"Who directs fashion shows in Germany?"

The question names neither Cihan Hazar nor diefarbenull. Perplexity answers with a list of key show directors and studios and places Cihan Hazar and the Show Architecture Studio diefarbenull first, ahead of Villa Eugénie and Etienne Russo.

Perplexity lists Cihan Hazar and diefarbenull first among key show directors and studios for fashion shows in Germany

No person. No studio. Just an open question about who directs fashion shows in Germany. Perplexity answers with Cihan Hazar and diefarbenull first.

Retrieval 05: Unbranded Role Retrieval in ChatGPT

No name in the query.
Cihan in the answer.

Query tested
"who is a runway director for fashionshows in Germany?"

The query names neither Cihan Hazar nor diefarbenull. ChatGPT interprets it as a search for people in Germany who work as runway or fashion-show directors or choreographers. Cihan Hazar appears at number 3 and is identified as founder of diefarbenull and a Fashion Show Director and Show Architect.

ChatGPT names Cihan Hazar among runway and fashion show directors in Germany and identifies him as Fashion Show Director and Show Architect at diefarbenull

The query asks for a professional role without naming a person or studio. ChatGPT retrieves Cihan Hazar and connects him with diefarbenull, Fashion Show Director and Show Architect.

FAQ

What to know about the case study of
Cihan Hazar and diefarbenull.

Stefan Petschinka, AEO Strategist and Entity Architect
curated by Stefan Petschinka AEO Strategist. Entity Architect.
How does richresults.ai improve AI visibility for Cihan Hazar and diefarbenull with AEO and GEO? +

richresults.ai improves AI visibility for Cihan Hazar and the Show Architecture Studio diefarbenull with Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) using the Machine-First approach. This includes Entity Building, the Expert Stage, clearly defined roles and entity relationships, competency clusters, published specialist articles and positioning across bilingual external profiles. The website was also technically rebuilt around the Entity Architecture, from HTML structure to visible content and Structured Data. The Graph Loop describes how consistent, externally corroborated signals are reinforced across sources and AI answers.

Which retrievals are documented in the Cihan Hazar case study? +

Five retrieval paths are documented across ChatGPT, Perplexity and Gemini: the direct person query "who is cihan hazar", the studio query "what is diefarbenull.com", the specific role query "Who is the show director of the spoga horse FASHION WALK?", the open category query "Who directs fashion shows in Germany?" in Perplexity and the unbranded role query "who is a runway director for fashionshows in Germany?" in ChatGPT.

What does the spoga horse FASHION WALK retrieval show? +

The query is: "Who is the show director of the spoga horse FASHION WALK?" It names neither Cihan Hazar nor diefarbenull. ChatGPT, Perplexity and Gemini name Cihan Hazar and connect him with the Show Architecture Studio diefarbenull and the spoga horse FASHION WALK by Koelnmesse.

What does the open fashion show query in Perplexity show? +

The query is: "Who directs fashion shows in Germany?" It names neither Cihan Hazar nor diefarbenull. Perplexity places Cihan Hazar and the Show Architecture Studio diefarbenull first in its answer, ahead of Villa Eugénie and Etienne Russo.

What does the runway director retrieval in ChatGPT show? +

The query is: "who is a runway director for fashionshows in Germany?" It names neither Cihan Hazar nor diefarbenull. ChatGPT names Cihan Hazar at number 3 in its selection and identifies him as founder of diefarbenull and a Fashion Show Director and Show Architect.

What do the five retrievals show about AEO and GEO for Cihan Hazar and diefarbenull? +

The five retrievals show that AEO and GEO do not optimize only one question or one detail. Machine First structures the entity and its statements, the Expert Stage makes expertise and evidence visible, and the Graph Loop describes how consistent signals are reinforced across owned and external sources. Cihan Hazar and diefarbenull are resolved across different query types: through the person, the studio, a specific production role, an open category query and an unbranded role query.

Client Voice

“Finally, I’m being found for what I actually do.”

Cihan Hazar, Show Architect and Fashion Show Director at diefarbenull

“I’m seen as a Show Architect and Fashion Show Director. That’s how it should be. And diefarbenull is recognized for what it actually is. For the first time, that really feels right.”

Cihan Hazar Show Architect. Fashion Show Director. diefarbenull. www.diefarbenull.com →
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