AI Visibility Scorecard
Shirtloads of Science
shirtloadsofscience.libsyn.com · Health & Wellness
Borderline visible. AI engines can read Shirtloads of Science, but Structured Data is weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 33 times
Meta AI · ChatGPT · Claude · Apple Intelligence
Top 1% in Health & Wellness for AI visibility
82
AI Naming Predictability
iNamed sometimes · 82/100
Health & Wellness average 12
Top 1% of Health & Wellness
See what's behind this score →5.79
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Health & Wellness average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Health & Wellness average 19
See what's behind this score →10
About Shirtloads of Science
from our crawl and measurement
"Dr Karl’s a curious optimist. Join him as he explores the latest developments in science with leading researchers and communicators. And remember, it’s never too late for a happy childhood." That is how Shirtloads of Science introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.79 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 33 times in our tracking, including Meta AI, GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- Shirtloads of Science
- Website ·
- shirtloadsofscience.libsyn.com
- Industry ·
- Health & Wellness
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 5.79/10, Shirtloads of Science is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
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 Shirtloads of Science.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shirtloadsofscience-libsyn
Cite this score: Engagemii (2026). "AEO Score for Shirtloads of Science." Retrieved from https://engagemii.com/aeo/brands/shirtloadsofscience-libsyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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