AI Visibility Scorecard
The Lean Green Bean
theleangreenbean.com · Food & Beverage
Somewhat visible. AI bots can read The Lean Green Bean, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Perplexity · Apple Intelligence · Meta AI
#2,820 of 1,392,203 in Food & Beverage for AI visibility
72
6
AEO Visibility
iBorderline · 5.5/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About The Lean Green Bean
from our crawl and measurement
"Healthy recipes, nutrition information, parenting tips, food prep tips by Lindsay Livingston, a mom and Registered Dietitian in Columbus Ohio." That is how The Lean Green Bean introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, ImageObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5.5/10, The Lean Green Bean has a working base to build on - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theleangreenbean
Cite this score: Engagemii (2026). "AEO Score for The Lean Green Bean." Retrieved from https://engagemii.com/aeo/brands/theleangreenbean
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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