AI Visibility Scorecard
Jonas Gummesson
jonasgummesson.se · Other
Borderline visible. AI bots can crawl Jonas Gummesson, 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
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Jonas Gummesson
from our crawl and measurement
Jonas Gummesson Anteckningar i Marginalen Anteckningar i marginalen is a business whose own site puts it this way: "Fokus 17 februari 2026 Magdalena Andersson är inte uppgiften mogen Fokus 13 februari 2026 USA ger Nato fingret när Hegseth skolkar Fokus 10 februari 2026 Focka mellancheferna, public." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3.4/10, Jonas Gummesson is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Jonas Gummesson
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonasgummesson-se
Cite this score: Engagemii (2026). "AEO Score for Jonas Gummesson." Retrieved from https://engagemii.com/aeo/brands/jonasgummesson-se
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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