AI Visibility Scorecard
Framework Nutrition
frameworknutrition.io · Food & Beverage
Borderline visible. AI bots can crawl Framework Nutrition, 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
#557,728 of 1,393,425 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Framework Nutrition
from our crawl and measurement
Personalized Meal Planning describes itself simply: "Clinician designed meal planner personalized to your health goals, caloric needs, and lifestyle. No tracking, no guesswork, no starting from scratch." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 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
Good
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 4.6/10, Framework Nutrition is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Framework Nutrition?
A meal planning platform built by clinicians, reviewed by clinicians, and designed around how people actually eat. Evidence-Based Plans Personalized meal planning backed by nutritional science with careful consideration for specific dietary preferences.
Is this your brand?
The exact fixes for Framework Nutrition
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Framework Nutrition.
Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frameworknutrition-io
Cite this score: Engagemii (2026). "AEO Score for Framework Nutrition." Retrieved from https://engagemii.com/aeo/brands/frameworknutrition-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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