AI VISIBILITY SCOREAS OF 2026-09-02 · ENGAGEMII INDEX
5.1/ 10

#757,566 OF 2,698,476 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

codedge

codedge

Unclaimed

codedge.de · Technology

Somewhat visible. AI bots can read codedge, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#757,566 of 2,698,476 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About codedge

from our crawl and measurement

code and society describes itself simply: "Holger Lösken, going by his freelance brand codedge, talking about all things code-related as well topics around social society." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Technology
Last scored · Sep 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

2

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

8

Forum and community discussion.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, codedge has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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The current situation on the IT job market is hard. So you are lucky when a recruiter on LinkedIn reaches out to you having a suitable match for a new position based on your prior experience. It might not be what it seems at a first glance.Read more 7 minutes read Article seriesYou might enjoy reading my hlab article series about my homelab, k3s and being independant from big tech platforms.06 Nov 2025

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Picked for codedge: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codedge-de

Cite this score: Engagemii (2026). "AEO Score for codedge." Retrieved from https://engagemii.com/aeo/brands/codedge-de

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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