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AI Visibility Scorecard
malmen.com · Other
Borderline visible. AI bots can crawl Malmen Montessori - förskola och skola i Borås med montessoriinriktning, 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
4.3
/10
AEO Score
from our crawl and measurement
"Malmen Montessori i Borås är en förskola och grundskola F-9 med montessoripedagogik och fokus på barns unika sätt att växa och utvecklas." That is how Malmen Montessori introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
3
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.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
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.
0
No Reddit mentions found yet.
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, Malmen Montessori - förskola och skola i Borås med montessoriinriktning is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Malmen Montessori - förskola och skola i Borås med montessoriinriktning
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/malmen
Cite this score: Engagemii (2026). "AEO Score for Malmen Montessori - förskola och skola i Borås med montessoriinriktning." Retrieved from https://engagemii.com/aeo/brands/malmen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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