AI Visibility Scorecard
Stephan Lundberg
stephanlundberg.com · Other
Borderline visible. AI bots can crawl Stephan Lundberg, 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.
AI engines read this profile 1 times
Claude
4
AI Naming Predictability
iRarely named · 4/100
Average 15
Top 86% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →20
0
About Stephan Lundberg
from our crawl and measurement
Stephan Lundberg is a Stockholm, AB business whose own site puts it this way: "Upskill and implement sustainable action for your business with support from www.stephanlundberg.info." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
- Company ·
- Stephan Lundberg
- Website ·
- stephanlundberg.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 18, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
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 read your site and name it in answers. At 3.5/10, Stephan Lundberg is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Stephan Lundberg
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stephanlundberg
Cite this score: Engagemii (2026). "AEO Score for Stephan Lundberg." Retrieved from https://engagemii.com/aeo/brands/stephanlundberg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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