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AI Visibility Scorecard
Small Farm Republic
johnklar.substack.com · Food & Beverage
Somewhat visible. AI bots can read Small Farm Republic, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,871 of 1,698,123 in Food & Beverage for AI visibility
6.7
/10
AEO Score
About Small Farm Republic
from johnklar.substack.com
Commentaries and podcasts by attorney and farmer John Klar. Food security, local farming, and food safety form a consistent theme. Click to read Small Farm Republic, by John Klar, a Substack publicati
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions 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 6.7/10, Small Farm Republic has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Small Farm Republic
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnklar-substack
Cite this score: Engagemii (2026). "AEO Score for Small Farm Republic." Retrieved from https://engagemii.com/aeo/brands/johnklar-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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