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AI Visibility Scorecard

FM Oldtimer GmbH

FM Oldtimer GmbH

Unclaimed

fmoldtimer.ch · Automotive

Borderline visible. AI bots can crawl FM Oldtimer GmbH, 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

#99,800 of 307,345 in Automotive for AI visibility

4.9

/10

AEO Score

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About FM Oldtimer GmbH

from our crawl and measurement

Oldtimer Werkstatt, based in Bauma, Kanton Zürich, describes itself simply: "Oldtimer Werkstatt und Oldtimer Restauration in der Region Zürich. Wir bieten Oldtimer Reparatur, Wartung und Service für klassische Fahrzeuge. FM Oldtimer GmbH." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.

Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.

Industry · Automotive
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

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

10

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 4.9/10, FM Oldtimer GmbH is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for FM Oldtimer GmbH

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for FM Oldtimer GmbH: 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 August 11, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/fmoldtimer-ch

Cite this score: Engagemii (2026). "AEO Score for FM Oldtimer GmbH." Retrieved from https://engagemii.com/aeo/brands/fmoldtimer-ch

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

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