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AI Visibility Scorecard

Autohaus John

Autohaus John

Unclaimed

auto-john.com · Sports & Recreation

Borderline visible. AI bots can crawl Autohaus John, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#119,882 of 201,774 in Sports & Recreation for AI visibility

4.3

/10

AEO Score

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About Autohaus John

from our crawl and measurement

"Autohaus John in Kassel bietet Gebrauchtwagen, Neuwagen, Finanzierung, Inzahlungnahme und persönlichen Werkstattservice seit 1997." That is how Autohaus John Kassel of Kassel, Hessen introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

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

By its own structured data it is a auto sales business.

Industry · Sports & Recreation
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

8

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.3/10, Autohaus John is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Autohaus John

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Autohaus John: Sports & Outdoors

Athletes Know What They Want. They Just Can't Find a Brand That Listens.

An athlete shopping for gear isn't browsing. They're problem-solving.

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Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/auto-john

Cite this score: Engagemii (2026). "AEO Score for Autohaus John." Retrieved from https://engagemii.com/aeo/brands/auto-john

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

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