AI Visibility Scorecard
Dr Libby
doctorlibby.com · E-commerce
Borderline visible. AI bots can crawl Dr Libby, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#284,372 of 738,223 in E-commerce for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About Dr Libby
from our crawl and measurement
"Dr Libby (PhD) is one of Australasia's leading nutritional biochemists, an author, a speaker and founder of the food-based supplement range, OnBlends." That is how Dr Libby introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite) 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
Good
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
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 4.8/10, Dr Libby is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Estrogen, androgens, insulin and belly fat: what’s the connection?
October 01, 2026Changing ovarian hormone production across mid-life can influence where fat is stored in the body, but it doesn’t have to influence how much fat we store. Yet none of this... Read more
Is it ‘just perimenopause’? A nutritional biochemist’s perspective.?
October 01, 2026I want to start by saying that I am incredibly glad we’re finally talking openly about the menopause transition. For generations, women were given very little information about this stage... Read more
Is this your brand?
The exact fixes for Dr Libby
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dr Libby.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doctorlibby
Cite this score: Engagemii (2026). "AEO Score for Dr Libby." Retrieved from https://engagemii.com/aeo/brands/doctorlibby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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