AI Visibility Scorecard
Solsta
engineeringdesignshow.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Solsta, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#81,673 of 268,060 in Manufacturing & Industrial for AI visibility
60
AI Naming Predictability
iLikely to be named · 60/100
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Solsta
from our crawl and measurement
Solsta is a business whose own site puts it this way: "<p>Stuart started working in sub-contract manufacturing, operating pick and place machines, in 1989." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person, NewsArticle, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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
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 5.1/10, Solsta has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Solsta
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineeringdesignshow
Cite this score: Engagemii (2026). "AEO Score for Solsta." Retrieved from https://engagemii.com/aeo/brands/engineeringdesignshow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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