What is Duygu Ozen | Leadership & Strategy?

Duygu Ozen — AI-Native Fractional CMO & Tech Entrepreneur

Insights

Thinking on AI-native marketing & responsible growth

Definitions, field guides, and original research on what it means to run marketing for the AI era, written for founders, CEOs, and boards evaluating AI-native leadership.

Buyer Guide

2026-10-14

How Much Does a Fractional CMO Cost in New York?

Honest New York market ranges: fractional CMO retainers, hourly advisory and sprint pricing, what drives the number, and how it compares to a full-time CMO.

AI Visibility

2026-10-14

How to Measure AI Visibility

The four metrics — AI share of voice, citation presence, description accuracy, AI-referred demand — and the exact method for tracking them across ChatGPT, Perplexity, Gemini and Google AI Overviews.

Fractional CMO

2026-10-13

What Does a Fractional CMO Actually Do Each Week?

A realistic week in fractional CMO work: evidence review, decisions, team leadership, cross-functional alignment, board communication — and the system building that compounds.

Comparison

2026-10-12

Fractional CMO vs Full-Time CMO: When to Hire Which?

A decision guide: cost, speed, scope and team-size fit, plus the honest signals that tell you which your company actually needs.

Fractional CMO

2026-10-11

How to Know If Your Startup Is Ready for a Fractional CMO

The three readiness signals — product-market fit, growth as the binding constraint, budget stability — and the signals that say not yet.

AI Visibility

2026-10-10

How Do I Get My Brand Recommended by ChatGPT?

Five steps: entity clarity, citable evidence, third-party mentions, answer-shaped content, and monthly measurement. No prompt tricks — compounding clarity instead.

AI Visibility

2026-10-08

What Is an AI Visibility Audit — and What's Inside the Report?

Inside the audit: presence scores, competitive benchmarks, description accuracy, citation analysis, and a 30-day action plan for being recommended by AI engines.

AI Visibility

2026-10-07

Generative Engine Optimization vs Traditional SEO: What Actually Changes?

What stays the same — authority, technical health, useful content — and what changes: citations over clicks, entities over keywords, corroboration over on-page signals.

Marketing Leadership

2026-10-06

What Is an Agentic Marketing Organization?

The operating model where AI agents do the continuous work and humans own direction, judgment and accountability — with governance designed in.

AI-Native Growth

2026-10-05

Which AI Tools Should a Marketing Team Actually Adopt?

Start from the workflow, not the tool: the four layers where AI reliably pays back, and the five criteria for saying yes to any tool.

Marketing Leadership

2026-10-09

The CMO as Growth Architect: Scaling AI Value, Responsibly

The next transformation isn't adopting more AI tools. It's moving from marketing departments to agentic marketing organizations, where the CMO architects growth systems that create more value with less waste.

AI Visibility

2026-09-29

Why AI Visibility Matters: The Numbers Every B2B and B2C Brand Needs to Know

Why AI visibility is now a revenue-critical metric, the numbers behind it, why every sector from B2B SaaS to consumer brands needs GEO and AEO, and why it takes an experienced growth marketer to do it right.

Responsible Growth

2026-09-28

How Growth Is Changing: Responsible, Purpose-Led, Community-Driven

Why the next era of growth belongs to brands that integrate purpose into the business model, grow responsibly, and treat community as a growth channel, and why the financials follow.

Responsible Growth

2026-09-26

Can ChatGPT Find Your Next Growth Opportunity? Not Without the Evidence.

Generic LLM ideation is a strong starting point — but a growth opportunity is only real when it survives contact with your evidence. The six layers that turn an idea into a decision.

Research

2026-08-21

AI Visibility Benchmark 2026

An in-progress benchmark measuring how often brands appear in ChatGPT, Perplexity, Gemini, and Google AI Overviews — first-wave results will be published here.

Buyer Guide

2026-08-18

How to Vet an AI-Native Fractional CMO

A practical buyer's guide — six signals that separate a System Builder from a Tool User, plus the red flags to watch for.

Comparison

2026-08-15

AI-Native CMO vs Traditional CMO: What Actually Changes

A field guide to the difference — operating model, team structure, research, content, and decision speed.

Definition

2026-07-28

What Is an AI-Native CMO?

An AI-native CMO doesn't just use AI tools — they rebuild the entire marketing operating model around AI. The three levels of adoption.