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AI Visibility Scorecard

Frenus GmbH

Frenus GmbH

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⚠ Identity mismatch

expert-interviews.com · Technology

At 3/10, Frenus GmbH 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

#2,276,086 of 2,637,789 in Technology for AI visibility

3

/10

AEO Score

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About Frenus GmbH

from our crawl and measurement

Frenus GmbH is a Stuttgart business whose own site puts it this way: "Bi-weekly curated insights across defense tech, health tech, mobility, ICT, and B2B marketing. We screen LinkedIn decision-makers daily to surface what's genuinely driving industries." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

Our crawl found structured data on the page (CollectionPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Technology
Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

5

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

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 3/10, Frenus GmbH is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Frenus GmbH

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Frenus GmbH: 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 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/expert-interviews

Cite this score: Engagemii (2026). "AEO Score for Frenus GmbH." Retrieved from https://engagemii.com/aeo/brands/expert-interviews

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

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