▲ 2.4 since Jul 2026
#1,296,556 OF 1,964,773 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Fresh Produce Industry Discussion Group Newsletter
tomkarst.substack.com · Media & Entertainment
Borderline visible. AI bots can crawl Fresh Produce Industry Discussion Group Newsletter, 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
#1,296,556 of 1,964,773 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About Fresh Produce Industry Discussion Group Newsletter
from tomkarst.substack.com
Industry veteran Tom Karst reports on polls and discussions in the LinkedIn Produce Industry Discussion Group. Click to read Fresh Produce Industry Discussion Group Newsletter, by Tom Karst, a Substack publication with hundreds of subscribers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 4.1/10, Fresh Produce Industry Discussion Group Newsletter is crawlable but under-signaled - 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
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Source & Attribution
Scored by Engagemii on July 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomkarst-substack
Cite this score: Engagemii (2026). "AEO Score for Fresh Produce Industry Discussion Group Newsletter." Retrieved from https://engagemii.com/aeo/brands/tomkarst-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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