AI Visibility Scorecard
Solsta
embeddeddesignshow.com · Manufacturing & Industrial
At 2.6/10, Solsta is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →2.6
AEO Visibility
iNear-invisible · 2.6/10
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: "Lauren is a mechanical design engineer at Sellafield Ltd and is also involved with SheCanEngineer." When AI engines look at it, they find little to work with. It scores 2.6 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.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Solsta
- Website ·
- embeddeddesignshow.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 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
-
Not yet measured.
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 2.6/10, Solsta is near-invisible to AI engines today. That is 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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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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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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 November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/embeddeddesignshow
Cite this score: Engagemii (2026). "AEO Score for Solsta." Retrieved from https://engagemii.com/aeo/brands/embeddeddesignshow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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