AI Visibility Scorecard
Solsta
engineeringdesignshow.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Solsta, 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
#13,284 of 270,495 in Manufacturing & Industrial for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →4.2
AEO Visibility
iBorderline · 4.2/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Manufacturing & Industrial average 18
See what's behind this score →0
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, though, it is barely visible: it scores 4.2 out of 10.
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.
- Company ·
- Solsta
- Website ·
- engineeringdesignshow.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 30, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
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 4.2/10, Solsta is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's On & What's New?
From live engineering insight and hands-on technology to show floor experiences, networking and community events, there's plenty to discover across two days at EDS.
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Enclosure Customisation: How Does It Work In Practice?
An off-the-shelf enclosure is low cost but limiting. Bespoke offers full design freedom but at a (hefty) cost. Hitaltech’s Value Added Services offer a third option, and one innovative manufacturer ha … Read More (opens in a new tab)
Is this your brand?
The exact fixes for Solsta
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Solsta.
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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