AI Visibility Scorecard
Hybrit
hybritdevelopment.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Hybrit, 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 5 times
Claude · ChatGPT · Meta AI
#5,103 of 268,699 in Manufacturing & Industrial for AI visibility
23
AI Naming Predictability
iNamed occasionally · 23/100
More likely to be named than 98% of Manufacturing & Industrial companies
5
AEO Visibility
iBorderline · 4.9/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Hybrit
from our crawl and measurement
Hybrit describes itself simply: "SSAB, LKAB and Vattenfall are making a unique joint effort to change the Swedish iron and steel industry fundamentally." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
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 4.9/10, Hybrit is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hybrit
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hybritdevelopment
Cite this score: Engagemii (2026). "AEO Score for Hybrit." Retrieved from https://engagemii.com/aeo/brands/hybritdevelopment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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