AI Visibility Scorecard
Mark Winne: Community Food Systems and Food Policy
markwinne.com · Education
Borderline visible. AI bots can crawl Mark Winne: Community Food Systems and Food Policy, 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 2 times
Claude · ShapBot
#111,925 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mark Winne: Community Food Systems and Food Policy
from our crawl and measurement
Mark Winne: Community Food Systems and Food Policy describes itself simply: "Mark Winne has worked for 50 years as a community food activist, writer, and trainer. Winne has dedicated his professional life and writing to enabling people to find solutions to their own." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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 4.2/10, Mark Winne: Community Food Systems and Food Policy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
The Heart of Urban Ag Is Still Beating…In Kansas?
Jul 21, 2024A note to my readers: Writing this post during the high light of summer felt almost out of place against the gloominess that has enveloped us over the last few weeks. Not wanting to succumb to the darkness, however, I persevered because it’s a story about people and a... read more
Is this your brand?
The exact fixes for Mark Winne: Community Food Systems and Food Policy
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 Mark Winne: Community Food Systems and Food Policy.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/markwinne
Cite this score: Engagemii (2026). "AEO Score for Mark Winne: Community Food Systems and Food Policy." Retrieved from https://engagemii.com/aeo/brands/markwinne
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform