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AI Visibility Scorecard

Fröling

Fröling

Unclaimed

froeling.com · Technology

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

AI engines read this profile 1 times

Claude

#82,086 of 2,808,083 in Technology for AI visibility

6.6

/10

AEO Score

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About Fröling

from our crawl and measurement

Fröling describes itself simply: "Fröling ist seit ✔ über 50 Jahren erfolgreicher Holzheizung und Biomasseheizung Hersteller mit Sitz in Österreich. ► Jetzt informieren!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure, a partly stated business identity, a few credibility markers and basic crawler access.

Away from its own site, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

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 6.6/10, Fröling has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Fröling: Tech & Electronics

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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