AI Visibility Scorecard
Mathmos UK
mathmos.com · Media & Entertainment
Somewhat visible. AI bots can read Mathmos UK, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#185,706 of 1,966,760 in Media & Entertainment for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mathmos UK
from our crawl and measurement
"Lava lamps by the inventors Mathmos. Buy the original lava lamp direct from the Mathmos factory. Lava lamps were invented by the founder of Mathmos Edward Craven Walker in 1963 and have." That is how Mathmos UK introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
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 5.8/10, Mathmos UK has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mathmos UK
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mathmos
Cite this score: Engagemii (2026). "AEO Score for Mathmos UK." Retrieved from https://engagemii.com/aeo/brands/mathmos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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