AI Visibility Scorecard
MedChefs
medchefs.com · Food & Beverage
At 3/10, MedChefs is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · ShapBot
#258,820 of 1,392,940 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 84% of Food & Beverage companies
3
AEO Visibility
iNear-invisible · 3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About MedChefs
from our crawl and measurement
MedChefs describes itself simply: "Transform your health with MedChefs' personalized nutrition program. Get delicious recipes, AI coaching, auto grocery lists, and vetted resources from doctors, nutritionists and chefs." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Under the hood there is structured data on the page (WebPage) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Inbound links from other sites.
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 3/10, MedChefs is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MedChefs
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/medchefs
Cite this score: Engagemii (2026). "AEO Score for MedChefs." Retrieved from https://engagemii.com/aeo/brands/medchefs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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