AI Visibility Scorecard
Hoffman Nutrition & Co
hoffmannutritionco.com · Healthcare
Borderline visible. AI bots can crawl Hoffman Nutrition & Co, 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.
AI engines read this profile 3 times
Meta AI · Claude
#552,013 of 919,068 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Hoffman Nutrition & Co
from our crawl and measurement
Hoffman Nutrition & Co is a business whose own site puts it this way: "Struggling with food noise, binge eating, or feeling out of control around food? Work one-on-one with Katy Hoffman, RDN of Hoffman Nutrition & Co., a Kansas City, based, weight-inclusive." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4.5/10, Hoffman Nutrition & Co is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hoffman Nutrition & Co
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hoffmannutritionco
Cite this score: Engagemii (2026). "AEO Score for Hoffman Nutrition & Co." Retrieved from https://engagemii.com/aeo/brands/hoffmannutritionco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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