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AI Visibility Scorecard

ces ag

ces ag

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cesag.com · E-commerce

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

AI engines read this profile 2 times

ChatGPT · Claude

#98,662 of 521,137 in E-commerce for AI visibility

5.5

/10

AEO Score

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About ces ag

from our crawl and measurement

cesag.com is a business whose own site puts it this way: "Präzise Verkehrsmesstechnik und Verkehrssicherheit. Moderne Messsysteme in Schweizer Qualität von der ces ag." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

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 5.5/10, ces ag has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for ces ag

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for ces ag: E-Commerce

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for ces ag." Retrieved from https://engagemii.com/aeo/brands/cesag

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

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