AI Visibility Scorecard
cecileseth.com · Nonprofits
Somewhat visible. AI bots can read Metabolic Multiplier, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#202,918 of 826,080 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Metabolic Multiplier describes itself simply: "Metabolic Multiplier promotes metabolic health. Emphasize behavioral & nutritional interventions before surgery & medications. Data over Dogma." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
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.
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.
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 5.2/10, Metabolic Multiplier has a working base to build on - fixable, and the signals above are where to start.
What are Metabolic Multipliers?
A “Metabolic Multiplier” describes a practice, individual, or organization promoting: Better metabolic health through lifestyle, such as behavior & nutrition changes. Evidence-based, lifestyle interventions. Data over dogma. Behavioral & nutritional interventions before resorting to medications and surgery. An understanding that big research studies are skewed to what is profitable – medications & surgery.
Why Metabolic Multiplier?
We improved our own chronic conditions with lifestyle changes. For years we struggled with pre-diabetes, arthritis, and post-concussion syndrome. Conventional approaches failed for cofounders Cecile & Nurse Christie. Nutritional & behavioral interventions are possible. These lifestyle options were common-place a century ago, but fell out of favor.
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Is this your brand?
The exact fixes for Metabolic Multiplier
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cecileseth
Cite this score: Engagemii (2026). "AEO Score for Metabolic Multiplier." Retrieved from https://engagemii.com/aeo/brands/cecileseth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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