AI Visibility Scorecard
Vattenfall
www.vattenfall.com · Media & Entertainment
Borderline visible. AI bots can crawl Vattenfall, 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 4 times
ChatGPT · Claude · ShapBot
#56,522 of 1,966,320 in Media & Entertainment for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Media & Entertainment average 17
Top 4% of Media & Entertainment
See what's behind this score →5
1.2
Network Authority
iLightly connected · 1.2/10
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Media & Entertainment average 15
See what's behind this score →0
About Vattenfall
from our crawl and measurement
"Vattenfall is a leading European energy company and we want to enable the fossil freedom that drives society forward. Read more about us here." That is how Vattenfall introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site gets some of it right: it has structured data on the page (Organization, VideoObject), a readable heading structure, substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap.
- Company ·
- Vattenfall
- Website ·
- vattenfall.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
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 4.7/10, Vattenfall is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vattenfall
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-vattenfall
Cite this score: Engagemii (2026). "AEO Score for Vattenfall." Retrieved from https://engagemii.com/aeo/brands/www-vattenfall
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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