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AI Visibility Scorecard

Moritz Ploens

Moritz Ploens

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moritzploens.com Β· Manufacturing & Industrial

At 2.6/10, Moritz Ploens is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#223,364 of 233,675 in Manufacturing & Industrial for AI visibility

2.6

/10

AEO Score

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About Moritz Ploens

from our crawl and measurement

Moritz Ploens describes itself simply: "Moritz PloensIndustrial DesignHey there I am Moritz, an industrial designer and material researcher based in CologneI am material researcher and industrial designer focusing on object." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry Β· Manufacturing & Industrial
Last scored Β· Aug 16, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

0

No inbound links found yet.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

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 2.6/10, Moritz Ploens is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Moritz Ploens: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/moritzploens

Cite this score: Engagemii (2026). "AEO Score for Moritz Ploens." Retrieved from https://engagemii.com/aeo/brands/moritzploens

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

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