---
title: What an AI agent reads on Hakan Kose · The Direct Index
url: https://directindex.org/r/hakankose.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/hakankose.com) · scanned 2026-10-22

# What an AI agent reads on Hakan Kose

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [hakankose.com](http://www.hakankose.com/), taken from the copy the scanner kept.

2,457

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Hakan Köse — Head of AI Transformation · language en. First 1,800 of 2,457 characters:

```
Hakan Köse — Head of AI TransformationSkip to contentHakan KöseAboutWritingAgent ReadyShip repairGuidesWriteENTRHead of AI TransformationI help businesses get found, recommended and bought from by AI assistants like ChatGPT.I’m a Master Mariner: a 21-year maritime career, at sea since 2005.Agent ReadyFree AI checkAboutFrom experiment to daily operation.I’m Hakan Köse, Head of AI Transformation.My focus is agentic AI: systems that don’t just answer, but act — executing tasks, learning from outcomes, and coordinating across tools. I translate that complexity into a clear, business-ready roadmap.The goal is never technology for its own sake. It’s leverage: more output, fewer bottlenecks, and a team amplified by machines that genuinely pull their weight.RoleHead of AI TransformationFocusAgentic AI, no-code automation, AI strategyEducationDokuz Eylül University (2010), Faculty of Marine SciencePracticeWhat I work on.Strategy & roadmapA prioritized plan: where agents create the most value, what to build first, and how to measure it. A roadmap a team can execute.TransformationGuidance for leadership: scoring frameworks, governance, and the operating model to scale AI safely across the organisation.Agent ReadyIs your business ready for AI assistants?Your customers' AI assistants are starting to search, compare and recommend for them. Agent Ready checks what those assistants see when they look at your business, fixes what's missing, and then hands your recurring admin to agents, with you approving.See how Agent Ready worksTürkçe: Yapay zekâ işletmenizi bulabiliyor mu?Selected workCase studies of intelligent workers doing real jobs are being prepared. Until then, the writing below is the work — how I think about ownership, evals, and putting agents into operation.Writin
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (CollegeOrUniversity, Person, WebSite) |

 Actions

## The links it would act on

No booking or ordering link found. An agent has nothing to act on.

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/hakankose.com) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

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#### Use it

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#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```