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AI Visibility Scorecard
Sandvik
sandvik.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Sandvik, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Amazon Alexa
#1,078 of 232,898 in Manufacturing & Industrial for AI visibility
6.6
/10
AEO Score
About Sandvik
from our crawl and measurement
"Sandvik is an engineering group providing products and solutions for mining and rock excavation, rock processing and metal cutting based on innovation, digitalization and...." That is how Sandvik introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
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.
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 6.6/10, Sandvik has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sandvik
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Sandvik.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sandvik
Cite this score: Engagemii (2026). "AEO Score for Sandvik." Retrieved from https://engagemii.com/aeo/brands/sandvik
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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